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<meta name="author" content="Zahir Aghayev, Adam T. Szafran, Anh Tran, Hari S. Ganesh, Fabio Stossi, Lan Zhou, Michael A. Mancini, Efstratios N. Pistikopoulos, Burcu Beykal" />


<title>Machine Learning Methods for Endocrine Disrupting Potential Identification Based on Single-Cell Data</title>

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) 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e("body").append(s),t=a.offsetWidth,s.css("overflow","scroll"),i=a.offsetWidth,t===i&&(i=s[0].clientWidth),s.remove(),n=t-i},getScrollInfo:function(t){var i=t.isWindow||t.isDocument?"":t.element.css("overflow-x"),s=t.isWindow||t.isDocument?"":t.element.css("overflow-y"),n="scroll"===i||"auto"===i&&t.width<t.element[0].scrollWidth,a="scroll"===s||"auto"===s&&t.height<t.element[0].scrollHeight;return{width:a?e.position.scrollbarWidth():0,height:n?e.position.scrollbarWidth():0}},getWithinInfo:function(t){var i=e(t||window),s=e.isWindow(i[0]),n=!!i[0]&&9===i[0].nodeType;return{element:i,isWindow:s,isDocument:n,offset:i.offset()||{left:0,top:0},scrollLeft:i.scrollLeft(),scrollTop:i.scrollTop(),width:s||n?i.width():i.outerWidth(),height:s||n?i.height():i.outerHeight()}}},e.fn.position=function(n){if(!n||!n.of)return f.apply(this,arguments);n=e.extend({},n);var p,m,g,v,y,b,_=e(n.of),x=e.position.getWithinInfo(n.within),w=e.position.getScrollInfo(x),k=(n.collision||"flip").split(" "),T={};return b=s(_),_[0].preventDefault&&(n.at="left top"),m=b.width,g=b.height,v=b.offset,y=e.extend({},v),e.each(["my","at"],function(){var e,t,i=(n[this]||"").split(" ");1===i.length&&(i=l.test(i[0])?i.concat(["center"]):u.test(i[0])?["center"].concat(i):["center","center"]),i[0]=l.test(i[0])?i[0]:"center",i[1]=u.test(i[1])?i[1]:"center",e=d.exec(i[0]),t=d.exec(i[1]),T[this]=[e?e[0]:0,t?t[0]:0],n[this]=[c.exec(i[0])[0],c.exec(i[1])[0]]}),1===k.length&&(k[1]=k[0]),"right"===n.at[0]?y.left+=m:"center"===n.at[0]&&(y.left+=m/2),"bottom"===n.at[1]?y.top+=g:"center"===n.at[1]&&(y.top+=g/2),p=t(T.at,m,g),y.left+=p[0],y.top+=p[1],this.each(function(){var s,l,u=e(this),d=u.outerWidth(),c=u.outerHeight(),f=i(this,"marginLeft"),b=i(this,"marginTop"),D=d+f+i(this,"marginRight")+w.width,S=c+b+i(this,"marginBottom")+w.height,N=e.extend({},y),M=t(T.my,u.outerWidth(),u.outerHeight());"right"===n.my[0]?N.left-=d:"center"===n.my[0]&&(N.left-=d/2),"bottom"===n.my[1]?N.top-=c:"center"===n.my[1]&&(N.top-=c/2),N.left+=M[0],N.top+=M[1],a||(N.left=h(N.left),N.top=h(N.top)),s={marginLeft:f,marginTop:b},e.each(["left","top"],function(t,i){e.ui.position[k[t]]&&e.ui.position[k[t]][i](N,{targetWidth:m,targetHeight:g,elemWidth:d,elemHeight:c,collisionPosition:s,collisionWidth:D,collisionHeight:S,offset:[p[0]+M[0],p[1]+M[1]],my:n.my,at:n.at,within:x,elem:u})}),n.using&&(l=function(e){var t=v.left-N.left,i=t+m-d,s=v.top-N.top,a=s+g-c,h={target:{element:_,left:v.left,top:v.top,width:m,height:g},element:{element:u,left:N.left,top:N.top,width:d,height:c},horizontal:0>i?"left":t>0?"right":"center",vertical:0>a?"top":s>0?"bottom":"middle"};d>m&&m>r(t+i)&&(h.horizontal="center"),c>g&&g>r(s+a)&&(h.vertical="middle"),h.important=o(r(t),r(i))>o(r(s),r(a))?"horizontal":"vertical",n.using.call(this,e,h)}),u.offset(e.extend(N,{using:l}))})},e.ui.position={fit:{left:function(e,t){var i,s=t.within,n=s.isWindow?s.scrollLeft:s.offset.left,a=s.width,r=e.left-t.collisionPosition.marginLeft,h=n-r,l=r+t.collisionWidth-a-n;t.collisionWidth>a?h>0&&0>=l?(i=e.left+h+t.collisionWidth-a-n,e.left+=h-i):e.left=l>0&&0>=h?n:h>l?n+a-t.collisionWidth:n:h>0?e.left+=h:l>0?e.left-=l:e.left=o(e.left-r,e.left)},top:function(e,t){var i,s=t.within,n=s.isWindow?s.scrollTop:s.offset.top,a=t.within.height,r=e.top-t.collisionPosition.marginTop,h=n-r,l=r+t.collisionHeight-a-n;t.collisionHeight>a?h>0&&0>=l?(i=e.top+h+t.collisionHeight-a-n,e.top+=h-i):e.top=l>0&&0>=h?n:h>l?n+a-t.collisionHeight:n:h>0?e.top+=h:l>0?e.top-=l:e.top=o(e.top-r,e.top)}},flip:{left:function(e,t){var i,s,n=t.within,a=n.offset.left+n.scrollLeft,o=n.width,h=n.isWindow?n.scrollLeft:n.offset.left,l=e.left-t.collisionPosition.marginLeft,u=l-h,d=l+t.collisionWidth-o-h,c="left"===t.my[0]?-t.elemWidth:"right"===t.my[0]?t.elemWidth:0,p="left"===t.at[0]?t.targetWidth:"right"===t.at[0]?-t.targetWidth:0,f=-2*t.offset[0];0>u?(i=e.left+c+p+f+t.collisionWidth-o-a,(0>i||r(u)>i)&&(e.left+=c+p+f)):d>0&&(s=e.left-t.collisionPosition.marginLeft+c+p+f-h,(s>0||d>r(s))&&(e.left+=c+p+f))},top:function(e,t){var i,s,n=t.within,a=n.offset.top+n.scrollTop,o=n.height,h=n.isWindow?n.scrollTop:n.offset.top,l=e.top-t.collisionPosition.marginTop,u=l-h,d=l+t.collisionHeight-o-h,c="top"===t.my[1],p=c?-t.elemHeight:"bottom"===t.my[1]?t.elemHeight:0,f="top"===t.at[1]?t.targetHeight:"bottom"===t.at[1]?-t.targetHeight:0,m=-2*t.offset[1];0>u?(s=e.top+p+f+m+t.collisionHeight-o-a,(0>s||r(u)>s)&&(e.top+=p+f+m)):d>0&&(i=e.top-t.collisionPosition.marginTop+p+f+m-h,(i>0||d>r(i))&&(e.top+=p+f+m))}},flipfit:{left:function(){e.ui.position.flip.left.apply(this,arguments),e.ui.position.fit.left.apply(this,arguments)},top:function(){e.ui.position.flip.top.apply(this,arguments),e.ui.position.fit.top.apply(this,arguments)}}},function(){var t,i,s,n,o,r=document.getElementsByTagName("body")[0],h=document.createElement("div");t=document.createElement(r?"div":"body"),s={visibility:"hidden",width:0,height:0,border:0,margin:0,background:"none"},r&&e.extend(s,{position:"absolute",left:"-1000px",top:"-1000px"});for(o in s)t.style[o]=s[o];t.appendChild(h),i=r||document.documentElement,i.insertBefore(t,i.firstChild),h.style.cssText="position: absolute; left: 10.7432222px;",n=e(h).offset().left,a=n>10&&11>n,t.innerHTML="",i.removeChild(t)}()}(),e.ui.position,e.widget("ui.draggable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"drag",options:{addClasses:!0,appendTo:"parent",axis:!1,connectToSortable:!1,containment:!1,cursor:"auto",cursorAt:!1,grid:!1,handle:!1,helper:"original",iframeFix:!1,opacity:!1,refreshPositions:!1,revert:!1,revertDuration:500,scope:"default",scroll:!0,scrollSensitivity:20,scrollSpeed:20,snap:!1,snapMode:"both",snapTolerance:20,stack:!1,zIndex:!1,drag:null,start:null,stop:null},_create:function(){"original"===this.options.helper&&this._setPositionRelative(),this.options.addClasses&&this.element.addClass("ui-draggable"),this.options.disabled&&this.element.addClass("ui-draggable-disabled"),this._setHandleClassName(),this._mouseInit()},_setOption:function(e,t){this._super(e,t),"handle"===e&&(this._removeHandleClassName(),this._setHandleClassName())},_destroy:function(){return(this.helper||this.element).is(".ui-draggable-dragging")?(this.destroyOnClear=!0,void 0):(this.element.removeClass("ui-draggable ui-draggable-dragging ui-draggable-disabled"),this._removeHandleClassName(),this._mouseDestroy(),void 0)},_mouseCapture:function(t){var i=this.options;return this._blurActiveElement(t),this.helper||i.disabled||e(t.target).closest(".ui-resizable-handle").length>0?!1:(this.handle=this._getHandle(t),this.handle?(this._blockFrames(i.iframeFix===!0?"iframe":i.iframeFix),!0):!1)},_blockFrames:function(t){this.iframeBlocks=this.document.find(t).map(function(){var t=e(this);return e("<div>").css("position","absolute").appendTo(t.parent()).outerWidth(t.outerWidth()).outerHeight(t.outerHeight()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_blurActiveElement:function(t){var i=this.document[0];if(this.handleElement.is(t.target))try{i.activeElement&&"body"!==i.activeElement.nodeName.toLowerCase()&&e(i.activeElement).blur()}catch(s){}},_mouseStart:function(t){var i=this.options;return this.helper=this._createHelper(t),this.helper.addClass("ui-draggable-dragging"),this._cacheHelperProportions(),e.ui.ddmanager&&(e.ui.ddmanager.current=this),this._cacheMargins(),this.cssPosition=this.helper.css("position"),this.scrollParent=this.helper.scrollParent(!0),this.offsetParent=this.helper.offsetParent(),this.hasFixedAncestor=this.helper.parents().filter(function(){return"fixed"===e(this).css("position")}).length>0,this.positionAbs=this.element.offset(),this._refreshOffsets(t),this.originalPosition=this.position=this._generatePosition(t,!1),this.originalPageX=t.pageX,this.originalPageY=t.pageY,i.cursorAt&&this._adjustOffsetFromHelper(i.cursorAt),this._setContainment(),this._trigger("start",t)===!1?(this._clear(),!1):(this._cacheHelperProportions(),e.ui.ddmanager&&!i.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this._normalizeRightBottom(),this._mouseDrag(t,!0),e.ui.ddmanager&&e.ui.ddmanager.dragStart(this,t),!0)},_refreshOffsets:function(e){this.offset={top:this.positionAbs.top-this.margins.top,left:this.positionAbs.left-this.margins.left,scroll:!1,parent:this._getParentOffset(),relative:this._getRelativeOffset()},this.offset.click={left:e.pageX-this.offset.left,top:e.pageY-this.offset.top}},_mouseDrag:function(t,i){if(this.hasFixedAncestor&&(this.offset.parent=this._getParentOffset()),this.position=this._generatePosition(t,!0),this.positionAbs=this._convertPositionTo("absolute"),!i){var s=this._uiHash();if(this._trigger("drag",t,s)===!1)return this._mouseUp({}),!1;this.position=s.position}return this.helper[0].style.left=this.position.left+"px",this.helper[0].style.top=this.position.top+"px",e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),!1},_mouseStop:function(t){var i=this,s=!1;return e.ui.ddmanager&&!this.options.dropBehaviour&&(s=e.ui.ddmanager.drop(this,t)),this.dropped&&(s=this.dropped,this.dropped=!1),"invalid"===this.options.revert&&!s||"valid"===this.options.revert&&s||this.options.revert===!0||e.isFunction(this.options.revert)&&this.options.revert.call(this.element,s)?e(this.helper).animate(this.originalPosition,parseInt(this.options.revertDuration,10),function(){i._trigger("stop",t)!==!1&&i._clear()}):this._trigger("stop",t)!==!1&&this._clear(),!1},_mouseUp:function(t){return this._unblockFrames(),e.ui.ddmanager&&e.ui.ddmanager.dragStop(this,t),this.handleElement.is(t.target)&&this.element.focus(),e.ui.mouse.prototype._mouseUp.call(this,t)},cancel:function(){return this.helper.is(".ui-draggable-dragging")?this._mouseUp({}):this._clear(),this},_getHandle:function(t){return this.options.handle?!!e(t.target).closest(this.element.find(this.options.handle)).length:!0},_setHandleClassName:function(){this.handleElement=this.options.handle?this.element.find(this.options.handle):this.element,this.handleElement.addClass("ui-draggable-handle")},_removeHandleClassName:function(){this.handleElement.removeClass("ui-draggable-handle")},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper),n=s?e(i.helper.apply(this.element[0],[t])):"clone"===i.helper?this.element.clone().removeAttr("id"):this.element;return n.parents("body").length||n.appendTo("parent"===i.appendTo?this.element[0].parentNode:i.appendTo),s&&n[0]===this.element[0]&&this._setPositionRelative(),n[0]===this.element[0]||/(fixed|absolute)/.test(n.css("position"))||n.css("position","absolute"),n},_setPositionRelative:function(){/^(?:r|a|f)/.test(this.element.css("position"))||(this.element[0].style.position="relative")},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_isRootNode:function(e){return/(html|body)/i.test(e.tagName)||e===this.document[0]},_getParentOffset:function(){var t=this.offsetParent.offset(),i=this.document[0];return"absolute"===this.cssPosition&&this.scrollParent[0]!==i&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),this._isRootNode(this.offsetParent[0])&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"!==this.cssPosition)return{top:0,left:0};var e=this.element.position(),t=this._isRootNode(this.scrollParent[0]);return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+(t?0:this.scrollParent.scrollTop()),left:e.left-(parseInt(this.helper.css("left"),10)||0)+(t?0:this.scrollParent.scrollLeft())}},_cacheMargins:function(){this.margins={left:parseInt(this.element.css("marginLeft"),10)||0,top:parseInt(this.element.css("marginTop"),10)||0,right:parseInt(this.element.css("marginRight"),10)||0,bottom:parseInt(this.element.css("marginBottom"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options,a=this.document[0];return this.relativeContainer=null,n.containment?"window"===n.containment?(this.containment=[e(window).scrollLeft()-this.offset.relative.left-this.offset.parent.left,e(window).scrollTop()-this.offset.relative.top-this.offset.parent.top,e(window).scrollLeft()+e(window).width()-this.helperProportions.width-this.margins.left,e(window).scrollTop()+(e(window).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):"document"===n.containment?(this.containment=[0,0,e(a).width()-this.helperProportions.width-this.margins.left,(e(a).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):n.containment.constructor===Array?(this.containment=n.containment,void 0):("parent"===n.containment&&(n.containment=this.helper[0].parentNode),i=e(n.containment),s=i[0],s&&(t=/(scroll|auto)/.test(i.css("overflow")),this.containment=[(parseInt(i.css("borderLeftWidth"),10)||0)+(parseInt(i.css("paddingLeft"),10)||0),(parseInt(i.css("borderTopWidth"),10)||0)+(parseInt(i.css("paddingTop"),10)||0),(t?Math.max(s.scrollWidth,s.offsetWidth):s.offsetWidth)-(parseInt(i.css("borderRightWidth"),10)||0)-(parseInt(i.css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left-this.margins.right,(t?Math.max(s.scrollHeight,s.offsetHeight):s.offsetHeight)-(parseInt(i.css("borderBottomWidth"),10)||0)-(parseInt(i.css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top-this.margins.bottom],this.relativeContainer=i),void 0):(this.containment=null,void 0)},_convertPositionTo:function(e,t){t||(t=this.position);var i="absolute"===e?1:-1,s=this._isRootNode(this.scrollParent[0]);return{top:t.top+this.offset.relative.top*i+this.offset.parent.top*i-("fixed"===this.cssPosition?-this.offset.scroll.top:s?0:this.offset.scroll.top)*i,left:t.left+this.offset.relative.left*i+this.offset.parent.left*i-("fixed"===this.cssPosition?-this.offset.scroll.left:s?0:this.offset.scroll.left)*i}},_generatePosition:function(e,t){var i,s,n,a,o=this.options,r=this._isRootNode(this.scrollParent[0]),h=e.pageX,l=e.pageY;return r&&this.offset.scroll||(this.offset.scroll={top:this.scrollParent.scrollTop(),left:this.scrollParent.scrollLeft()}),t&&(this.containment&&(this.relativeContainer?(s=this.relativeContainer.offset(),i=[this.containment[0]+s.left,this.containment[1]+s.top,this.containment[2]+s.left,this.containment[3]+s.top]):i=this.containment,e.pageX-this.offset.click.left<i[0]&&(h=i[0]+this.offset.click.left),e.pageY-this.offset.click.top<i[1]&&(l=i[1]+this.offset.click.top),e.pageX-this.offset.click.left>i[2]&&(h=i[2]+this.offset.click.left),e.pageY-this.offset.click.top>i[3]&&(l=i[3]+this.offset.click.top)),o.grid&&(n=o.grid[1]?this.originalPageY+Math.round((l-this.originalPageY)/o.grid[1])*o.grid[1]:this.originalPageY,l=i?n-this.offset.click.top>=i[1]||n-this.offset.click.top>i[3]?n:n-this.offset.click.top>=i[1]?n-o.grid[1]:n+o.grid[1]:n,a=o.grid[0]?this.originalPageX+Math.round((h-this.originalPageX)/o.grid[0])*o.grid[0]:this.originalPageX,h=i?a-this.offset.click.left>=i[0]||a-this.offset.click.left>i[2]?a:a-this.offset.click.left>=i[0]?a-o.grid[0]:a+o.grid[0]:a),"y"===o.axis&&(h=this.originalPageX),"x"===o.axis&&(l=this.originalPageY)),{top:l-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.offset.scroll.top:r?0:this.offset.scroll.top),left:h-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.offset.scroll.left:r?0:this.offset.scroll.left)}},_clear:function(){this.helper.removeClass("ui-draggable-dragging"),this.helper[0]===this.element[0]||this.cancelHelperRemoval||this.helper.remove(),this.helper=null,this.cancelHelperRemoval=!1,this.destroyOnClear&&this.destroy()},_normalizeRightBottom:function(){"y"!==this.options.axis&&"auto"!==this.helper.css("right")&&(this.helper.width(this.helper.width()),this.helper.css("right","auto")),"x"!==this.options.axis&&"auto"!==this.helper.css("bottom")&&(this.helper.height(this.helper.height()),this.helper.css("bottom","auto"))},_trigger:function(t,i,s){return s=s||this._uiHash(),e.ui.plugin.call(this,t,[i,s,this],!0),/^(drag|start|stop)/.test(t)&&(this.positionAbs=this._convertPositionTo("absolute"),s.offset=this.positionAbs),e.Widget.prototype._trigger.call(this,t,i,s)},plugins:{},_uiHash:function(){return{helper:this.helper,position:this.position,originalPosition:this.originalPosition,offset:this.positionAbs}}}),e.ui.plugin.add("draggable","connectToSortable",{start:function(t,i,s){var n=e.extend({},i,{item:s.element});s.sortables=[],e(s.options.connectToSortable).each(function(){var i=e(this).sortable("instance");i&&!i.options.disabled&&(s.sortables.push(i),i.refreshPositions(),i._trigger("activate",t,n))})},stop:function(t,i,s){var n=e.extend({},i,{item:s.element});s.cancelHelperRemoval=!1,e.each(s.sortables,function(){var e=this;e.isOver?(e.isOver=0,s.cancelHelperRemoval=!0,e.cancelHelperRemoval=!1,e._storedCSS={position:e.placeholder.css("position"),top:e.placeholder.css("top"),left:e.placeholder.css("left")},e._mouseStop(t),e.options.helper=e.options._helper):(e.cancelHelperRemoval=!0,e._trigger("deactivate",t,n))})},drag:function(t,i,s){e.each(s.sortables,function(){var n=!1,a=this;a.positionAbs=s.positionAbs,a.helperProportions=s.helperProportions,a.offset.click=s.offset.click,a._intersectsWith(a.containerCache)&&(n=!0,e.each(s.sortables,function(){return this.positionAbs=s.positionAbs,this.helperProportions=s.helperProportions,this.offset.click=s.offset.click,this!==a&&this._intersectsWith(this.containerCache)&&e.contains(a.element[0],this.element[0])&&(n=!1),n
})),n?(a.isOver||(a.isOver=1,s._parent=i.helper.parent(),a.currentItem=i.helper.appendTo(a.element).data("ui-sortable-item",!0),a.options._helper=a.options.helper,a.options.helper=function(){return i.helper[0]},t.target=a.currentItem[0],a._mouseCapture(t,!0),a._mouseStart(t,!0,!0),a.offset.click.top=s.offset.click.top,a.offset.click.left=s.offset.click.left,a.offset.parent.left-=s.offset.parent.left-a.offset.parent.left,a.offset.parent.top-=s.offset.parent.top-a.offset.parent.top,s._trigger("toSortable",t),s.dropped=a.element,e.each(s.sortables,function(){this.refreshPositions()}),s.currentItem=s.element,a.fromOutside=s),a.currentItem&&(a._mouseDrag(t),i.position=a.position)):a.isOver&&(a.isOver=0,a.cancelHelperRemoval=!0,a.options._revert=a.options.revert,a.options.revert=!1,a._trigger("out",t,a._uiHash(a)),a._mouseStop(t,!0),a.options.revert=a.options._revert,a.options.helper=a.options._helper,a.placeholder&&a.placeholder.remove(),i.helper.appendTo(s._parent),s._refreshOffsets(t),i.position=s._generatePosition(t,!0),s._trigger("fromSortable",t),s.dropped=!1,e.each(s.sortables,function(){this.refreshPositions()}))})}}),e.ui.plugin.add("draggable","cursor",{start:function(t,i,s){var n=e("body"),a=s.options;n.css("cursor")&&(a._cursor=n.css("cursor")),n.css("cursor",a.cursor)},stop:function(t,i,s){var n=s.options;n._cursor&&e("body").css("cursor",n._cursor)}}),e.ui.plugin.add("draggable","opacity",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("opacity")&&(a._opacity=n.css("opacity")),n.css("opacity",a.opacity)},stop:function(t,i,s){var n=s.options;n._opacity&&e(i.helper).css("opacity",n._opacity)}}),e.ui.plugin.add("draggable","scroll",{start:function(e,t,i){i.scrollParentNotHidden||(i.scrollParentNotHidden=i.helper.scrollParent(!1)),i.scrollParentNotHidden[0]!==i.document[0]&&"HTML"!==i.scrollParentNotHidden[0].tagName&&(i.overflowOffset=i.scrollParentNotHidden.offset())},drag:function(t,i,s){var n=s.options,a=!1,o=s.scrollParentNotHidden[0],r=s.document[0];o!==r&&"HTML"!==o.tagName?(n.axis&&"x"===n.axis||(s.overflowOffset.top+o.offsetHeight-t.pageY<n.scrollSensitivity?o.scrollTop=a=o.scrollTop+n.scrollSpeed:t.pageY-s.overflowOffset.top<n.scrollSensitivity&&(o.scrollTop=a=o.scrollTop-n.scrollSpeed)),n.axis&&"y"===n.axis||(s.overflowOffset.left+o.offsetWidth-t.pageX<n.scrollSensitivity?o.scrollLeft=a=o.scrollLeft+n.scrollSpeed:t.pageX-s.overflowOffset.left<n.scrollSensitivity&&(o.scrollLeft=a=o.scrollLeft-n.scrollSpeed))):(n.axis&&"x"===n.axis||(t.pageY-e(r).scrollTop()<n.scrollSensitivity?a=e(r).scrollTop(e(r).scrollTop()-n.scrollSpeed):e(window).height()-(t.pageY-e(r).scrollTop())<n.scrollSensitivity&&(a=e(r).scrollTop(e(r).scrollTop()+n.scrollSpeed))),n.axis&&"y"===n.axis||(t.pageX-e(r).scrollLeft()<n.scrollSensitivity?a=e(r).scrollLeft(e(r).scrollLeft()-n.scrollSpeed):e(window).width()-(t.pageX-e(r).scrollLeft())<n.scrollSensitivity&&(a=e(r).scrollLeft(e(r).scrollLeft()+n.scrollSpeed)))),a!==!1&&e.ui.ddmanager&&!n.dropBehaviour&&e.ui.ddmanager.prepareOffsets(s,t)}}),e.ui.plugin.add("draggable","snap",{start:function(t,i,s){var n=s.options;s.snapElements=[],e(n.snap.constructor!==String?n.snap.items||":data(ui-draggable)":n.snap).each(function(){var t=e(this),i=t.offset();this!==s.element[0]&&s.snapElements.push({item:this,width:t.outerWidth(),height:t.outerHeight(),top:i.top,left:i.left})})},drag:function(t,i,s){var n,a,o,r,h,l,u,d,c,p,f=s.options,m=f.snapTolerance,g=i.offset.left,v=g+s.helperProportions.width,y=i.offset.top,b=y+s.helperProportions.height;for(c=s.snapElements.length-1;c>=0;c--)h=s.snapElements[c].left-s.margins.left,l=h+s.snapElements[c].width,u=s.snapElements[c].top-s.margins.top,d=u+s.snapElements[c].height,h-m>v||g>l+m||u-m>b||y>d+m||!e.contains(s.snapElements[c].item.ownerDocument,s.snapElements[c].item)?(s.snapElements[c].snapping&&s.options.snap.release&&s.options.snap.release.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=!1):("inner"!==f.snapMode&&(n=m>=Math.abs(u-b),a=m>=Math.abs(d-y),o=m>=Math.abs(h-v),r=m>=Math.abs(l-g),n&&(i.position.top=s._convertPositionTo("relative",{top:u-s.helperProportions.height,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h-s.helperProportions.width}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l}).left)),p=n||a||o||r,"outer"!==f.snapMode&&(n=m>=Math.abs(u-y),a=m>=Math.abs(d-b),o=m>=Math.abs(h-g),r=m>=Math.abs(l-v),n&&(i.position.top=s._convertPositionTo("relative",{top:u,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d-s.helperProportions.height,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l-s.helperProportions.width}).left)),!s.snapElements[c].snapping&&(n||a||o||r||p)&&s.options.snap.snap&&s.options.snap.snap.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=n||a||o||r||p)}}),e.ui.plugin.add("draggable","stack",{start:function(t,i,s){var n,a=s.options,o=e.makeArray(e(a.stack)).sort(function(t,i){return(parseInt(e(t).css("zIndex"),10)||0)-(parseInt(e(i).css("zIndex"),10)||0)});o.length&&(n=parseInt(e(o[0]).css("zIndex"),10)||0,e(o).each(function(t){e(this).css("zIndex",n+t)}),this.css("zIndex",n+o.length))}}),e.ui.plugin.add("draggable","zIndex",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("zIndex")&&(a._zIndex=n.css("zIndex")),n.css("zIndex",a.zIndex)},stop:function(t,i,s){var n=s.options;n._zIndex&&e(i.helper).css("zIndex",n._zIndex)}}),e.ui.draggable,e.widget("ui.droppable",{version:"1.11.4",widgetEventPrefix:"drop",options:{accept:"*",activeClass:!1,addClasses:!0,greedy:!1,hoverClass:!1,scope:"default",tolerance:"intersect",activate:null,deactivate:null,drop:null,out:null,over:null},_create:function(){var t,i=this.options,s=i.accept;this.isover=!1,this.isout=!0,this.accept=e.isFunction(s)?s:function(e){return e.is(s)},this.proportions=function(){return arguments.length?(t=arguments[0],void 0):t?t:t={width:this.element[0].offsetWidth,height:this.element[0].offsetHeight}},this._addToManager(i.scope),i.addClasses&&this.element.addClass("ui-droppable")},_addToManager:function(t){e.ui.ddmanager.droppables[t]=e.ui.ddmanager.droppables[t]||[],e.ui.ddmanager.droppables[t].push(this)},_splice:function(e){for(var t=0;e.length>t;t++)e[t]===this&&e.splice(t,1)},_destroy:function(){var t=e.ui.ddmanager.droppables[this.options.scope];this._splice(t),this.element.removeClass("ui-droppable ui-droppable-disabled")},_setOption:function(t,i){if("accept"===t)this.accept=e.isFunction(i)?i:function(e){return e.is(i)};else if("scope"===t){var s=e.ui.ddmanager.droppables[this.options.scope];this._splice(s),this._addToManager(i)}this._super(t,i)},_activate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.addClass(this.options.activeClass),i&&this._trigger("activate",t,this.ui(i))},_deactivate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.removeClass(this.options.activeClass),i&&this._trigger("deactivate",t,this.ui(i))},_over:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.addClass(this.options.hoverClass),this._trigger("over",t,this.ui(i)))},_out:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("out",t,this.ui(i)))},_drop:function(t,i){var s=i||e.ui.ddmanager.current,n=!1;return s&&(s.currentItem||s.element)[0]!==this.element[0]?(this.element.find(":data(ui-droppable)").not(".ui-draggable-dragging").each(function(){var i=e(this).droppable("instance");return i.options.greedy&&!i.options.disabled&&i.options.scope===s.options.scope&&i.accept.call(i.element[0],s.currentItem||s.element)&&e.ui.intersect(s,e.extend(i,{offset:i.element.offset()}),i.options.tolerance,t)?(n=!0,!1):void 0}),n?!1:this.accept.call(this.element[0],s.currentItem||s.element)?(this.options.activeClass&&this.element.removeClass(this.options.activeClass),this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("drop",t,this.ui(s)),this.element):!1):!1},ui:function(e){return{draggable:e.currentItem||e.element,helper:e.helper,position:e.position,offset:e.positionAbs}}}),e.ui.intersect=function(){function e(e,t,i){return e>=t&&t+i>e}return function(t,i,s,n){if(!i.offset)return!1;var a=(t.positionAbs||t.position.absolute).left+t.margins.left,o=(t.positionAbs||t.position.absolute).top+t.margins.top,r=a+t.helperProportions.width,h=o+t.helperProportions.height,l=i.offset.left,u=i.offset.top,d=l+i.proportions().width,c=u+i.proportions().height;switch(s){case"fit":return a>=l&&d>=r&&o>=u&&c>=h;case"intersect":return a+t.helperProportions.width/2>l&&d>r-t.helperProportions.width/2&&o+t.helperProportions.height/2>u&&c>h-t.helperProportions.height/2;case"pointer":return e(n.pageY,u,i.proportions().height)&&e(n.pageX,l,i.proportions().width);case"touch":return(o>=u&&c>=o||h>=u&&c>=h||u>o&&h>c)&&(a>=l&&d>=a||r>=l&&d>=r||l>a&&r>d);default:return!1}}}(),e.ui.ddmanager={current:null,droppables:{"default":[]},prepareOffsets:function(t,i){var s,n,a=e.ui.ddmanager.droppables[t.options.scope]||[],o=i?i.type:null,r=(t.currentItem||t.element).find(":data(ui-droppable)").addBack();e:for(s=0;a.length>s;s++)if(!(a[s].options.disabled||t&&!a[s].accept.call(a[s].element[0],t.currentItem||t.element))){for(n=0;r.length>n;n++)if(r[n]===a[s].element[0]){a[s].proportions().height=0;continue e}a[s].visible="none"!==a[s].element.css("display"),a[s].visible&&("mousedown"===o&&a[s]._activate.call(a[s],i),a[s].offset=a[s].element.offset(),a[s].proportions({width:a[s].element[0].offsetWidth,height:a[s].element[0].offsetHeight}))}},drop:function(t,i){var s=!1;return e.each((e.ui.ddmanager.droppables[t.options.scope]||[]).slice(),function(){this.options&&(!this.options.disabled&&this.visible&&e.ui.intersect(t,this,this.options.tolerance,i)&&(s=this._drop.call(this,i)||s),!this.options.disabled&&this.visible&&this.accept.call(this.element[0],t.currentItem||t.element)&&(this.isout=!0,this.isover=!1,this._deactivate.call(this,i)))}),s},dragStart:function(t,i){t.element.parentsUntil("body").bind("scroll.droppable",function(){t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)})},drag:function(t,i){t.options.refreshPositions&&e.ui.ddmanager.prepareOffsets(t,i),e.each(e.ui.ddmanager.droppables[t.options.scope]||[],function(){if(!this.options.disabled&&!this.greedyChild&&this.visible){var s,n,a,o=e.ui.intersect(t,this,this.options.tolerance,i),r=!o&&this.isover?"isout":o&&!this.isover?"isover":null;r&&(this.options.greedy&&(n=this.options.scope,a=this.element.parents(":data(ui-droppable)").filter(function(){return e(this).droppable("instance").options.scope===n}),a.length&&(s=e(a[0]).droppable("instance"),s.greedyChild="isover"===r)),s&&"isover"===r&&(s.isover=!1,s.isout=!0,s._out.call(s,i)),this[r]=!0,this["isout"===r?"isover":"isout"]=!1,this["isover"===r?"_over":"_out"].call(this,i),s&&"isout"===r&&(s.isout=!1,s.isover=!0,s._over.call(s,i)))}})},dragStop:function(t,i){t.element.parentsUntil("body").unbind("scroll.droppable"),t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)}},e.ui.droppable,e.widget("ui.resizable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"resize",options:{alsoResize:!1,animate:!1,animateDuration:"slow",animateEasing:"swing",aspectRatio:!1,autoHide:!1,containment:!1,ghost:!1,grid:!1,handles:"e,s,se",helper:!1,maxHeight:null,maxWidth:null,minHeight:10,minWidth:10,zIndex:90,resize:null,start:null,stop:null},_num:function(e){return parseInt(e,10)||0},_isNumber:function(e){return!isNaN(parseInt(e,10))},_hasScroll:function(t,i){if("hidden"===e(t).css("overflow"))return!1;var s=i&&"left"===i?"scrollLeft":"scrollTop",n=!1;return t[s]>0?!0:(t[s]=1,n=t[s]>0,t[s]=0,n)},_create:function(){var t,i,s,n,a,o=this,r=this.options;if(this.element.addClass("ui-resizable"),e.extend(this,{_aspectRatio:!!r.aspectRatio,aspectRatio:r.aspectRatio,originalElement:this.element,_proportionallyResizeElements:[],_helper:r.helper||r.ghost||r.animate?r.helper||"ui-resizable-helper":null}),this.element[0].nodeName.match(/^(canvas|textarea|input|select|button|img)$/i)&&(this.element.wrap(e("<div class='ui-wrapper' style='overflow: hidden;'></div>").css({position:this.element.css("position"),width:this.element.outerWidth(),height:this.element.outerHeight(),top:this.element.css("top"),left:this.element.css("left")})),this.element=this.element.parent().data("ui-resizable",this.element.resizable("instance")),this.elementIsWrapper=!0,this.element.css({marginLeft:this.originalElement.css("marginLeft"),marginTop:this.originalElement.css("marginTop"),marginRight:this.originalElement.css("marginRight"),marginBottom:this.originalElement.css("marginBottom")}),this.originalElement.css({marginLeft:0,marginTop:0,marginRight:0,marginBottom:0}),this.originalResizeStyle=this.originalElement.css("resize"),this.originalElement.css("resize","none"),this._proportionallyResizeElements.push(this.originalElement.css({position:"static",zoom:1,display:"block"})),this.originalElement.css({margin:this.originalElement.css("margin")}),this._proportionallyResize()),this.handles=r.handles||(e(".ui-resizable-handle",this.element).length?{n:".ui-resizable-n",e:".ui-resizable-e",s:".ui-resizable-s",w:".ui-resizable-w",se:".ui-resizable-se",sw:".ui-resizable-sw",ne:".ui-resizable-ne",nw:".ui-resizable-nw"}:"e,s,se"),this._handles=e(),this.handles.constructor===String)for("all"===this.handles&&(this.handles="n,e,s,w,se,sw,ne,nw"),t=this.handles.split(","),this.handles={},i=0;t.length>i;i++)s=e.trim(t[i]),a="ui-resizable-"+s,n=e("<div class='ui-resizable-handle "+a+"'></div>"),n.css({zIndex:r.zIndex}),"se"===s&&n.addClass("ui-icon ui-icon-gripsmall-diagonal-se"),this.handles[s]=".ui-resizable-"+s,this.element.append(n);this._renderAxis=function(t){var i,s,n,a;t=t||this.element;for(i in this.handles)this.handles[i].constructor===String?this.handles[i]=this.element.children(this.handles[i]).first().show():(this.handles[i].jquery||this.handles[i].nodeType)&&(this.handles[i]=e(this.handles[i]),this._on(this.handles[i],{mousedown:o._mouseDown})),this.elementIsWrapper&&this.originalElement[0].nodeName.match(/^(textarea|input|select|button)$/i)&&(s=e(this.handles[i],this.element),a=/sw|ne|nw|se|n|s/.test(i)?s.outerHeight():s.outerWidth(),n=["padding",/ne|nw|n/.test(i)?"Top":/se|sw|s/.test(i)?"Bottom":/^e$/.test(i)?"Right":"Left"].join(""),t.css(n,a),this._proportionallyResize()),this._handles=this._handles.add(this.handles[i])},this._renderAxis(this.element),this._handles=this._handles.add(this.element.find(".ui-resizable-handle")),this._handles.disableSelection(),this._handles.mouseover(function(){o.resizing||(this.className&&(n=this.className.match(/ui-resizable-(se|sw|ne|nw|n|e|s|w)/i)),o.axis=n&&n[1]?n[1]:"se")}),r.autoHide&&(this._handles.hide(),e(this.element).addClass("ui-resizable-autohide").mouseenter(function(){r.disabled||(e(this).removeClass("ui-resizable-autohide"),o._handles.show())}).mouseleave(function(){r.disabled||o.resizing||(e(this).addClass("ui-resizable-autohide"),o._handles.hide())})),this._mouseInit()},_destroy:function(){this._mouseDestroy();var t,i=function(t){e(t).removeClass("ui-resizable ui-resizable-disabled ui-resizable-resizing").removeData("resizable").removeData("ui-resizable").unbind(".resizable").find(".ui-resizable-handle").remove()};return this.elementIsWrapper&&(i(this.element),t=this.element,this.originalElement.css({position:t.css("position"),width:t.outerWidth(),height:t.outerHeight(),top:t.css("top"),left:t.css("left")}).insertAfter(t),t.remove()),this.originalElement.css("resize",this.originalResizeStyle),i(this.originalElement),this},_mouseCapture:function(t){var i,s,n=!1;for(i in this.handles)s=e(this.handles[i])[0],(s===t.target||e.contains(s,t.target))&&(n=!0);return!this.options.disabled&&n},_mouseStart:function(t){var i,s,n,a=this.options,o=this.element;return this.resizing=!0,this._renderProxy(),i=this._num(this.helper.css("left")),s=this._num(this.helper.css("top")),a.containment&&(i+=e(a.containment).scrollLeft()||0,s+=e(a.containment).scrollTop()||0),this.offset=this.helper.offset(),this.position={left:i,top:s},this.size=this._helper?{width:this.helper.width(),height:this.helper.height()}:{width:o.width(),height:o.height()},this.originalSize=this._helper?{width:o.outerWidth(),height:o.outerHeight()}:{width:o.width(),height:o.height()},this.sizeDiff={width:o.outerWidth()-o.width(),height:o.outerHeight()-o.height()},this.originalPosition={left:i,top:s},this.originalMousePosition={left:t.pageX,top:t.pageY},this.aspectRatio="number"==typeof a.aspectRatio?a.aspectRatio:this.originalSize.width/this.originalSize.height||1,n=e(".ui-resizable-"+this.axis).css("cursor"),e("body").css("cursor","auto"===n?this.axis+"-resize":n),o.addClass("ui-resizable-resizing"),this._propagate("start",t),!0},_mouseDrag:function(t){var i,s,n=this.originalMousePosition,a=this.axis,o=t.pageX-n.left||0,r=t.pageY-n.top||0,h=this._change[a];return this._updatePrevProperties(),h?(i=h.apply(this,[t,o,r]),this._updateVirtualBoundaries(t.shiftKey),(this._aspectRatio||t.shiftKey)&&(i=this._updateRatio(i,t)),i=this._respectSize(i,t),this._updateCache(i),this._propagate("resize",t),s=this._applyChanges(),!this._helper&&this._proportionallyResizeElements.length&&this._proportionallyResize(),e.isEmptyObject(s)||(this._updatePrevProperties(),this._trigger("resize",t,this.ui()),this._applyChanges()),!1):!1},_mouseStop:function(t){this.resizing=!1;var i,s,n,a,o,r,h,l=this.options,u=this;return this._helper&&(i=this._proportionallyResizeElements,s=i.length&&/textarea/i.test(i[0].nodeName),n=s&&this._hasScroll(i[0],"left")?0:u.sizeDiff.height,a=s?0:u.sizeDiff.width,o={width:u.helper.width()-a,height:u.helper.height()-n},r=parseInt(u.element.css("left"),10)+(u.position.left-u.originalPosition.left)||null,h=parseInt(u.element.css("top"),10)+(u.position.top-u.originalPosition.top)||null,l.animate||this.element.css(e.extend(o,{top:h,left:r})),u.helper.height(u.size.height),u.helper.width(u.size.width),this._helper&&!l.animate&&this._proportionallyResize()),e("body").css("cursor","auto"),this.element.removeClass("ui-resizable-resizing"),this._propagate("stop",t),this._helper&&this.helper.remove(),!1},_updatePrevProperties:function(){this.prevPosition={top:this.position.top,left:this.position.left},this.prevSize={width:this.size.width,height:this.size.height}},_applyChanges:function(){var e={};return this.position.top!==this.prevPosition.top&&(e.top=this.position.top+"px"),this.position.left!==this.prevPosition.left&&(e.left=this.position.left+"px"),this.size.width!==this.prevSize.width&&(e.width=this.size.width+"px"),this.size.height!==this.prevSize.height&&(e.height=this.size.height+"px"),this.helper.css(e),e},_updateVirtualBoundaries:function(e){var t,i,s,n,a,o=this.options;a={minWidth:this._isNumber(o.minWidth)?o.minWidth:0,maxWidth:this._isNumber(o.maxWidth)?o.maxWidth:1/0,minHeight:this._isNumber(o.minHeight)?o.minHeight:0,maxHeight:this._isNumber(o.maxHeight)?o.maxHeight:1/0},(this._aspectRatio||e)&&(t=a.minHeight*this.aspectRatio,s=a.minWidth/this.aspectRatio,i=a.maxHeight*this.aspectRatio,n=a.maxWidth/this.aspectRatio,t>a.minWidth&&(a.minWidth=t),s>a.minHeight&&(a.minHeight=s),a.maxWidth>i&&(a.maxWidth=i),a.maxHeight>n&&(a.maxHeight=n)),this._vBoundaries=a},_updateCache:function(e){this.offset=this.helper.offset(),this._isNumber(e.left)&&(this.position.left=e.left),this._isNumber(e.top)&&(this.position.top=e.top),this._isNumber(e.height)&&(this.size.height=e.height),this._isNumber(e.width)&&(this.size.width=e.width)},_updateRatio:function(e){var t=this.position,i=this.size,s=this.axis;return this._isNumber(e.height)?e.width=e.height*this.aspectRatio:this._isNumber(e.width)&&(e.height=e.width/this.aspectRatio),"sw"===s&&(e.left=t.left+(i.width-e.width),e.top=null),"nw"===s&&(e.top=t.top+(i.height-e.height),e.left=t.left+(i.width-e.width)),e},_respectSize:function(e){var t=this._vBoundaries,i=this.axis,s=this._isNumber(e.width)&&t.maxWidth&&t.maxWidth<e.width,n=this._isNumber(e.height)&&t.maxHeight&&t.maxHeight<e.height,a=this._isNumber(e.width)&&t.minWidth&&t.minWidth>e.width,o=this._isNumber(e.height)&&t.minHeight&&t.minHeight>e.height,r=this.originalPosition.left+this.originalSize.width,h=this.position.top+this.size.height,l=/sw|nw|w/.test(i),u=/nw|ne|n/.test(i);return a&&(e.width=t.minWidth),o&&(e.height=t.minHeight),s&&(e.width=t.maxWidth),n&&(e.height=t.maxHeight),a&&l&&(e.left=r-t.minWidth),s&&l&&(e.left=r-t.maxWidth),o&&u&&(e.top=h-t.minHeight),n&&u&&(e.top=h-t.maxHeight),e.width||e.height||e.left||!e.top?e.width||e.height||e.top||!e.left||(e.left=null):e.top=null,e},_getPaddingPlusBorderDimensions:function(e){for(var t=0,i=[],s=[e.css("borderTopWidth"),e.css("borderRightWidth"),e.css("borderBottomWidth"),e.css("borderLeftWidth")],n=[e.css("paddingTop"),e.css("paddingRight"),e.css("paddingBottom"),e.css("paddingLeft")];4>t;t++)i[t]=parseInt(s[t],10)||0,i[t]+=parseInt(n[t],10)||0;return{height:i[0]+i[2],width:i[1]+i[3]}},_proportionallyResize:function(){if(this._proportionallyResizeElements.length)for(var e,t=0,i=this.helper||this.element;this._proportionallyResizeElements.length>t;t++)e=this._proportionallyResizeElements[t],this.outerDimensions||(this.outerDimensions=this._getPaddingPlusBorderDimensions(e)),e.css({height:i.height()-this.outerDimensions.height||0,width:i.width()-this.outerDimensions.width||0})},_renderProxy:function(){var t=this.element,i=this.options;this.elementOffset=t.offset(),this._helper?(this.helper=this.helper||e("<div style='overflow:hidden;'></div>"),this.helper.addClass(this._helper).css({width:this.element.outerWidth()-1,height:this.element.outerHeight()-1,position:"absolute",left:this.elementOffset.left+"px",top:this.elementOffset.top+"px",zIndex:++i.zIndex}),this.helper.appendTo("body").disableSelection()):this.helper=this.element},_change:{e:function(e,t){return{width:this.originalSize.width+t}},w:function(e,t){var i=this.originalSize,s=this.originalPosition;return{left:s.left+t,width:i.width-t}},n:function(e,t,i){var s=this.originalSize,n=this.originalPosition;return{top:n.top+i,height:s.height-i}},s:function(e,t,i){return{height:this.originalSize.height+i}},se:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},sw:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.w.apply(this,[t,i,s]))},ne:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},nw:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.w.apply(this,[t,i,s]))}},_propagate:function(t,i){e.ui.plugin.call(this,t,[i,this.ui()]),"resize"!==t&&this._trigger(t,i,this.ui())},plugins:{},ui:function(){return{originalElement:this.originalElement,element:this.element,helper:this.helper,position:this.position,size:this.size,originalSize:this.originalSize,originalPosition:this.originalPosition}}}),e.ui.plugin.add("resizable","animate",{stop:function(t){var i=e(this).resizable("instance"),s=i.options,n=i._proportionallyResizeElements,a=n.length&&/textarea/i.test(n[0].nodeName),o=a&&i._hasScroll(n[0],"left")?0:i.sizeDiff.height,r=a?0:i.sizeDiff.width,h={width:i.size.width-r,height:i.size.height-o},l=parseInt(i.element.css("left"),10)+(i.position.left-i.originalPosition.left)||null,u=parseInt(i.element.css("top"),10)+(i.position.top-i.originalPosition.top)||null;i.element.animate(e.extend(h,u&&l?{top:u,left:l}:{}),{duration:s.animateDuration,easing:s.animateEasing,step:function(){var s={width:parseInt(i.element.css("width"),10),height:parseInt(i.element.css("height"),10),top:parseInt(i.element.css("top"),10),left:parseInt(i.element.css("left"),10)};n&&n.length&&e(n[0]).css({width:s.width,height:s.height}),i._updateCache(s),i._propagate("resize",t)}})}}),e.ui.plugin.add("resizable","containment",{start:function(){var t,i,s,n,a,o,r,h=e(this).resizable("instance"),l=h.options,u=h.element,d=l.containment,c=d instanceof e?d.get(0):/parent/.test(d)?u.parent().get(0):d;c&&(h.containerElement=e(c),/document/.test(d)||d===document?(h.containerOffset={left:0,top:0},h.containerPosition={left:0,top:0},h.parentData={element:e(document),left:0,top:0,width:e(document).width(),height:e(document).height()||document.body.parentNode.scrollHeight}):(t=e(c),i=[],e(["Top","Right","Left","Bottom"]).each(function(e,s){i[e]=h._num(t.css("padding"+s))}),h.containerOffset=t.offset(),h.containerPosition=t.position(),h.containerSize={height:t.innerHeight()-i[3],width:t.innerWidth()-i[1]},s=h.containerOffset,n=h.containerSize.height,a=h.containerSize.width,o=h._hasScroll(c,"left")?c.scrollWidth:a,r=h._hasScroll(c)?c.scrollHeight:n,h.parentData={element:c,left:s.left,top:s.top,width:o,height:r}))},resize:function(t){var i,s,n,a,o=e(this).resizable("instance"),r=o.options,h=o.containerOffset,l=o.position,u=o._aspectRatio||t.shiftKey,d={top:0,left:0},c=o.containerElement,p=!0;c[0]!==document&&/static/.test(c.css("position"))&&(d=h),l.left<(o._helper?h.left:0)&&(o.size.width=o.size.width+(o._helper?o.position.left-h.left:o.position.left-d.left),u&&(o.size.height=o.size.width/o.aspectRatio,p=!1),o.position.left=r.helper?h.left:0),l.top<(o._helper?h.top:0)&&(o.size.height=o.size.height+(o._helper?o.position.top-h.top:o.position.top),u&&(o.size.width=o.size.height*o.aspectRatio,p=!1),o.position.top=o._helper?h.top:0),n=o.containerElement.get(0)===o.element.parent().get(0),a=/relative|absolute/.test(o.containerElement.css("position")),n&&a?(o.offset.left=o.parentData.left+o.position.left,o.offset.top=o.parentData.top+o.position.top):(o.offset.left=o.element.offset().left,o.offset.top=o.element.offset().top),i=Math.abs(o.sizeDiff.width+(o._helper?o.offset.left-d.left:o.offset.left-h.left)),s=Math.abs(o.sizeDiff.height+(o._helper?o.offset.top-d.top:o.offset.top-h.top)),i+o.size.width>=o.parentData.width&&(o.size.width=o.parentData.width-i,u&&(o.size.height=o.size.width/o.aspectRatio,p=!1)),s+o.size.height>=o.parentData.height&&(o.size.height=o.parentData.height-s,u&&(o.size.width=o.size.height*o.aspectRatio,p=!1)),p||(o.position.left=o.prevPosition.left,o.position.top=o.prevPosition.top,o.size.width=o.prevSize.width,o.size.height=o.prevSize.height)},stop:function(){var t=e(this).resizable("instance"),i=t.options,s=t.containerOffset,n=t.containerPosition,a=t.containerElement,o=e(t.helper),r=o.offset(),h=o.outerWidth()-t.sizeDiff.width,l=o.outerHeight()-t.sizeDiff.height;t._helper&&!i.animate&&/relative/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l}),t._helper&&!i.animate&&/static/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l})}}),e.ui.plugin.add("resizable","alsoResize",{start:function(){var t=e(this).resizable("instance"),i=t.options;e(i.alsoResize).each(function(){var t=e(this);t.data("ui-resizable-alsoresize",{width:parseInt(t.width(),10),height:parseInt(t.height(),10),left:parseInt(t.css("left"),10),top:parseInt(t.css("top"),10)})})},resize:function(t,i){var s=e(this).resizable("instance"),n=s.options,a=s.originalSize,o=s.originalPosition,r={height:s.size.height-a.height||0,width:s.size.width-a.width||0,top:s.position.top-o.top||0,left:s.position.left-o.left||0};e(n.alsoResize).each(function(){var t=e(this),s=e(this).data("ui-resizable-alsoresize"),n={},a=t.parents(i.originalElement[0]).length?["width","height"]:["width","height","top","left"];e.each(a,function(e,t){var i=(s[t]||0)+(r[t]||0);i&&i>=0&&(n[t]=i||null)}),t.css(n)})},stop:function(){e(this).removeData("resizable-alsoresize")}}),e.ui.plugin.add("resizable","ghost",{start:function(){var t=e(this).resizable("instance"),i=t.options,s=t.size;t.ghost=t.originalElement.clone(),t.ghost.css({opacity:.25,display:"block",position:"relative",height:s.height,width:s.width,margin:0,left:0,top:0}).addClass("ui-resizable-ghost").addClass("string"==typeof i.ghost?i.ghost:""),t.ghost.appendTo(t.helper)},resize:function(){var t=e(this).resizable("instance");t.ghost&&t.ghost.css({position:"relative",height:t.size.height,width:t.size.width})},stop:function(){var t=e(this).resizable("instance");t.ghost&&t.helper&&t.helper.get(0).removeChild(t.ghost.get(0))}}),e.ui.plugin.add("resizable","grid",{resize:function(){var t,i=e(this).resizable("instance"),s=i.options,n=i.size,a=i.originalSize,o=i.originalPosition,r=i.axis,h="number"==typeof s.grid?[s.grid,s.grid]:s.grid,l=h[0]||1,u=h[1]||1,d=Math.round((n.width-a.width)/l)*l,c=Math.round((n.height-a.height)/u)*u,p=a.width+d,f=a.height+c,m=s.maxWidth&&p>s.maxWidth,g=s.maxHeight&&f>s.maxHeight,v=s.minWidth&&s.minWidth>p,y=s.minHeight&&s.minHeight>f;s.grid=h,v&&(p+=l),y&&(f+=u),m&&(p-=l),g&&(f-=u),/^(se|s|e)$/.test(r)?(i.size.width=p,i.size.height=f):/^(ne)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.top=o.top-c):/^(sw)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.left=o.left-d):((0>=f-u||0>=p-l)&&(t=i._getPaddingPlusBorderDimensions(this)),f-u>0?(i.size.height=f,i.position.top=o.top-c):(f=u-t.height,i.size.height=f,i.position.top=o.top+a.height-f),p-l>0?(i.size.width=p,i.position.left=o.left-d):(p=l-t.width,i.size.width=p,i.position.left=o.left+a.width-p))}}),e.ui.resizable,e.widget("ui.selectable",e.ui.mouse,{version:"1.11.4",options:{appendTo:"body",autoRefresh:!0,distance:0,filter:"*",tolerance:"touch",selected:null,selecting:null,start:null,stop:null,unselected:null,unselecting:null},_create:function(){var t,i=this;this.element.addClass("ui-selectable"),this.dragged=!1,this.refresh=function(){t=e(i.options.filter,i.element[0]),t.addClass("ui-selectee"),t.each(function(){var t=e(this),i=t.offset();e.data(this,"selectable-item",{element:this,$element:t,left:i.left,top:i.top,right:i.left+t.outerWidth(),bottom:i.top+t.outerHeight(),startselected:!1,selected:t.hasClass("ui-selected"),selecting:t.hasClass("ui-selecting"),unselecting:t.hasClass("ui-unselecting")})})},this.refresh(),this.selectees=t.addClass("ui-selectee"),this._mouseInit(),this.helper=e("<div class='ui-selectable-helper'></div>")},_destroy:function(){this.selectees.removeClass("ui-selectee").removeData("selectable-item"),this.element.removeClass("ui-selectable ui-selectable-disabled"),this._mouseDestroy()},_mouseStart:function(t){var i=this,s=this.options;this.opos=[t.pageX,t.pageY],this.options.disabled||(this.selectees=e(s.filter,this.element[0]),this._trigger("start",t),e(s.appendTo).append(this.helper),this.helper.css({left:t.pageX,top:t.pageY,width:0,height:0}),s.autoRefresh&&this.refresh(),this.selectees.filter(".ui-selected").each(function(){var s=e.data(this,"selectable-item");s.startselected=!0,t.metaKey||t.ctrlKey||(s.$element.removeClass("ui-selected"),s.selected=!1,s.$element.addClass("ui-unselecting"),s.unselecting=!0,i._trigger("unselecting",t,{unselecting:s.element}))}),e(t.target).parents().addBack().each(function(){var s,n=e.data(this,"selectable-item");return n?(s=!t.metaKey&&!t.ctrlKey||!n.$element.hasClass("ui-selected"),n.$element.removeClass(s?"ui-unselecting":"ui-selected").addClass(s?"ui-selecting":"ui-unselecting"),n.unselecting=!s,n.selecting=s,n.selected=s,s?i._trigger("selecting",t,{selecting:n.element}):i._trigger("unselecting",t,{unselecting:n.element}),!1):void 0}))},_mouseDrag:function(t){if(this.dragged=!0,!this.options.disabled){var i,s=this,n=this.options,a=this.opos[0],o=this.opos[1],r=t.pageX,h=t.pageY;return a>r&&(i=r,r=a,a=i),o>h&&(i=h,h=o,o=i),this.helper.css({left:a,top:o,width:r-a,height:h-o}),this.selectees.each(function(){var i=e.data(this,"selectable-item"),l=!1;
i&&i.element!==s.element[0]&&("touch"===n.tolerance?l=!(i.left>r||a>i.right||i.top>h||o>i.bottom):"fit"===n.tolerance&&(l=i.left>a&&r>i.right&&i.top>o&&h>i.bottom),l?(i.selected&&(i.$element.removeClass("ui-selected"),i.selected=!1),i.unselecting&&(i.$element.removeClass("ui-unselecting"),i.unselecting=!1),i.selecting||(i.$element.addClass("ui-selecting"),i.selecting=!0,s._trigger("selecting",t,{selecting:i.element}))):(i.selecting&&((t.metaKey||t.ctrlKey)&&i.startselected?(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.$element.addClass("ui-selected"),i.selected=!0):(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.startselected&&(i.$element.addClass("ui-unselecting"),i.unselecting=!0),s._trigger("unselecting",t,{unselecting:i.element}))),i.selected&&(t.metaKey||t.ctrlKey||i.startselected||(i.$element.removeClass("ui-selected"),i.selected=!1,i.$element.addClass("ui-unselecting"),i.unselecting=!0,s._trigger("unselecting",t,{unselecting:i.element})))))}),!1}},_mouseStop:function(t){var i=this;return this.dragged=!1,e(".ui-unselecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-unselecting"),s.unselecting=!1,s.startselected=!1,i._trigger("unselected",t,{unselected:s.element})}),e(".ui-selecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-selecting").addClass("ui-selected"),s.selecting=!1,s.selected=!0,s.startselected=!0,i._trigger("selected",t,{selected:s.element})}),this._trigger("stop",t),this.helper.remove(),!1}}),e.widget("ui.sortable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"sort",ready:!1,options:{appendTo:"parent",axis:!1,connectWith:!1,containment:!1,cursor:"auto",cursorAt:!1,dropOnEmpty:!0,forcePlaceholderSize:!1,forceHelperSize:!1,grid:!1,handle:!1,helper:"original",items:"> *",opacity:!1,placeholder:!1,revert:!1,scroll:!0,scrollSensitivity:20,scrollSpeed:20,scope:"default",tolerance:"intersect",zIndex:1e3,activate:null,beforeStop:null,change:null,deactivate:null,out:null,over:null,receive:null,remove:null,sort:null,start:null,stop:null,update:null},_isOverAxis:function(e,t,i){return e>=t&&t+i>e},_isFloating:function(e){return/left|right/.test(e.css("float"))||/inline|table-cell/.test(e.css("display"))},_create:function(){this.containerCache={},this.element.addClass("ui-sortable"),this.refresh(),this.offset=this.element.offset(),this._mouseInit(),this._setHandleClassName(),this.ready=!0},_setOption:function(e,t){this._super(e,t),"handle"===e&&this._setHandleClassName()},_setHandleClassName:function(){this.element.find(".ui-sortable-handle").removeClass("ui-sortable-handle"),e.each(this.items,function(){(this.instance.options.handle?this.item.find(this.instance.options.handle):this.item).addClass("ui-sortable-handle")})},_destroy:function(){this.element.removeClass("ui-sortable ui-sortable-disabled").find(".ui-sortable-handle").removeClass("ui-sortable-handle"),this._mouseDestroy();for(var e=this.items.length-1;e>=0;e--)this.items[e].item.removeData(this.widgetName+"-item");return this},_mouseCapture:function(t,i){var s=null,n=!1,a=this;return this.reverting?!1:this.options.disabled||"static"===this.options.type?!1:(this._refreshItems(t),e(t.target).parents().each(function(){return e.data(this,a.widgetName+"-item")===a?(s=e(this),!1):void 0}),e.data(t.target,a.widgetName+"-item")===a&&(s=e(t.target)),s?!this.options.handle||i||(e(this.options.handle,s).find("*").addBack().each(function(){this===t.target&&(n=!0)}),n)?(this.currentItem=s,this._removeCurrentsFromItems(),!0):!1:!1)},_mouseStart:function(t,i,s){var n,a,o=this.options;if(this.currentContainer=this,this.refreshPositions(),this.helper=this._createHelper(t),this._cacheHelperProportions(),this._cacheMargins(),this.scrollParent=this.helper.scrollParent(),this.offset=this.currentItem.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},e.extend(this.offset,{click:{left:t.pageX-this.offset.left,top:t.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.helper.css("position","absolute"),this.cssPosition=this.helper.css("position"),this.originalPosition=this._generatePosition(t),this.originalPageX=t.pageX,this.originalPageY=t.pageY,o.cursorAt&&this._adjustOffsetFromHelper(o.cursorAt),this.domPosition={prev:this.currentItem.prev()[0],parent:this.currentItem.parent()[0]},this.helper[0]!==this.currentItem[0]&&this.currentItem.hide(),this._createPlaceholder(),o.containment&&this._setContainment(),o.cursor&&"auto"!==o.cursor&&(a=this.document.find("body"),this.storedCursor=a.css("cursor"),a.css("cursor",o.cursor),this.storedStylesheet=e("<style>*{ cursor: "+o.cursor+" !important; }</style>").appendTo(a)),o.opacity&&(this.helper.css("opacity")&&(this._storedOpacity=this.helper.css("opacity")),this.helper.css("opacity",o.opacity)),o.zIndex&&(this.helper.css("zIndex")&&(this._storedZIndex=this.helper.css("zIndex")),this.helper.css("zIndex",o.zIndex)),this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName&&(this.overflowOffset=this.scrollParent.offset()),this._trigger("start",t,this._uiHash()),this._preserveHelperProportions||this._cacheHelperProportions(),!s)for(n=this.containers.length-1;n>=0;n--)this.containers[n]._trigger("activate",t,this._uiHash(this));return e.ui.ddmanager&&(e.ui.ddmanager.current=this),e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this.dragging=!0,this.helper.addClass("ui-sortable-helper"),this._mouseDrag(t),!0},_mouseDrag:function(t){var i,s,n,a,o=this.options,r=!1;for(this.position=this._generatePosition(t),this.positionAbs=this._convertPositionTo("absolute"),this.lastPositionAbs||(this.lastPositionAbs=this.positionAbs),this.options.scroll&&(this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName?(this.overflowOffset.top+this.scrollParent[0].offsetHeight-t.pageY<o.scrollSensitivity?this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop+o.scrollSpeed:t.pageY-this.overflowOffset.top<o.scrollSensitivity&&(this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop-o.scrollSpeed),this.overflowOffset.left+this.scrollParent[0].offsetWidth-t.pageX<o.scrollSensitivity?this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft+o.scrollSpeed:t.pageX-this.overflowOffset.left<o.scrollSensitivity&&(this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft-o.scrollSpeed)):(t.pageY-this.document.scrollTop()<o.scrollSensitivity?r=this.document.scrollTop(this.document.scrollTop()-o.scrollSpeed):this.window.height()-(t.pageY-this.document.scrollTop())<o.scrollSensitivity&&(r=this.document.scrollTop(this.document.scrollTop()+o.scrollSpeed)),t.pageX-this.document.scrollLeft()<o.scrollSensitivity?r=this.document.scrollLeft(this.document.scrollLeft()-o.scrollSpeed):this.window.width()-(t.pageX-this.document.scrollLeft())<o.scrollSensitivity&&(r=this.document.scrollLeft(this.document.scrollLeft()+o.scrollSpeed))),r!==!1&&e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t)),this.positionAbs=this._convertPositionTo("absolute"),this.options.axis&&"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&&"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),i=this.items.length-1;i>=0;i--)if(s=this.items[i],n=s.item[0],a=this._intersectsWithPointer(s),a&&s.instance===this.currentContainer&&n!==this.currentItem[0]&&this.placeholder[1===a?"next":"prev"]()[0]!==n&&!e.contains(this.placeholder[0],n)&&("semi-dynamic"===this.options.type?!e.contains(this.element[0],n):!0)){if(this.direction=1===a?"down":"up","pointer"!==this.options.tolerance&&!this._intersectsWithSides(s))break;this._rearrange(t,s),this._trigger("change",t,this._uiHash());break}return this._contactContainers(t),e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),this._trigger("sort",t,this._uiHash()),this.lastPositionAbs=this.positionAbs,!1},_mouseStop:function(t,i){if(t){if(e.ui.ddmanager&&!this.options.dropBehaviour&&e.ui.ddmanager.drop(this,t),this.options.revert){var s=this,n=this.placeholder.offset(),a=this.options.axis,o={};a&&"x"!==a||(o.left=n.left-this.offset.parent.left-this.margins.left+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollLeft)),a&&"y"!==a||(o.top=n.top-this.offset.parent.top-this.margins.top+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollTop)),this.reverting=!0,e(this.helper).animate(o,parseInt(this.options.revert,10)||500,function(){s._clear(t)})}else this._clear(t,i);return!1}},cancel:function(){if(this.dragging){this._mouseUp({target:null}),"original"===this.options.helper?this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper"):this.currentItem.show();for(var t=this.containers.length-1;t>=0;t--)this.containers[t]._trigger("deactivate",null,this._uiHash(this)),this.containers[t].containerCache.over&&(this.containers[t]._trigger("out",null,this._uiHash(this)),this.containers[t].containerCache.over=0)}return this.placeholder&&(this.placeholder[0].parentNode&&this.placeholder[0].parentNode.removeChild(this.placeholder[0]),"original"!==this.options.helper&&this.helper&&this.helper[0].parentNode&&this.helper.remove(),e.extend(this,{helper:null,dragging:!1,reverting:!1,_noFinalSort:null}),this.domPosition.prev?e(this.domPosition.prev).after(this.currentItem):e(this.domPosition.parent).prepend(this.currentItem)),this},serialize:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},e(i).each(function(){var i=(e(t.item||this).attr(t.attribute||"id")||"").match(t.expression||/(.+)[\-=_](.+)/);i&&s.push((t.key||i[1]+"[]")+"="+(t.key&&t.expression?i[1]:i[2]))}),!s.length&&t.key&&s.push(t.key+"="),s.join("&")},toArray:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},i.each(function(){s.push(e(t.item||this).attr(t.attribute||"id")||"")}),s},_intersectsWith:function(e){var t=this.positionAbs.left,i=t+this.helperProportions.width,s=this.positionAbs.top,n=s+this.helperProportions.height,a=e.left,o=a+e.width,r=e.top,h=r+e.height,l=this.offset.click.top,u=this.offset.click.left,d="x"===this.options.axis||s+l>r&&h>s+l,c="y"===this.options.axis||t+u>a&&o>t+u,p=d&&c;return"pointer"===this.options.tolerance||this.options.forcePointerForContainers||"pointer"!==this.options.tolerance&&this.helperProportions[this.floating?"width":"height"]>e[this.floating?"width":"height"]?p:t+this.helperProportions.width/2>a&&o>i-this.helperProportions.width/2&&s+this.helperProportions.height/2>r&&h>n-this.helperProportions.height/2},_intersectsWithPointer:function(e){var t="x"===this.options.axis||this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top,e.height),i="y"===this.options.axis||this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left,e.width),s=t&&i,n=this._getDragVerticalDirection(),a=this._getDragHorizontalDirection();return s?this.floating?a&&"right"===a||"down"===n?2:1:n&&("down"===n?2:1):!1},_intersectsWithSides:function(e){var t=this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top+e.height/2,e.height),i=this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left+e.width/2,e.width),s=this._getDragVerticalDirection(),n=this._getDragHorizontalDirection();return this.floating&&n?"right"===n&&i||"left"===n&&!i:s&&("down"===s&&t||"up"===s&&!t)},_getDragVerticalDirection:function(){var e=this.positionAbs.top-this.lastPositionAbs.top;return 0!==e&&(e>0?"down":"up")},_getDragHorizontalDirection:function(){var e=this.positionAbs.left-this.lastPositionAbs.left;return 0!==e&&(e>0?"right":"left")},refresh:function(e){return this._refreshItems(e),this._setHandleClassName(),this.refreshPositions(),this},_connectWith:function(){var e=this.options;return e.connectWith.constructor===String?[e.connectWith]:e.connectWith},_getItemsAsjQuery:function(t){function i(){r.push(this)}var s,n,a,o,r=[],h=[],l=this._connectWith();if(l&&t)for(s=l.length-1;s>=0;s--)for(a=e(l[s],this.document[0]),n=a.length-1;n>=0;n--)o=e.data(a[n],this.widgetFullName),o&&o!==this&&!o.options.disabled&&h.push([e.isFunction(o.options.items)?o.options.items.call(o.element):e(o.options.items,o.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),o]);for(h.push([e.isFunction(this.options.items)?this.options.items.call(this.element,null,{options:this.options,item:this.currentItem}):e(this.options.items,this.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),this]),s=h.length-1;s>=0;s--)h[s][0].each(i);return e(r)},_removeCurrentsFromItems:function(){var t=this.currentItem.find(":data("+this.widgetName+"-item)");this.items=e.grep(this.items,function(e){for(var i=0;t.length>i;i++)if(t[i]===e.item[0])return!1;return!0})},_refreshItems:function(t){this.items=[],this.containers=[this];var i,s,n,a,o,r,h,l,u=this.items,d=[[e.isFunction(this.options.items)?this.options.items.call(this.element[0],t,{item:this.currentItem}):e(this.options.items,this.element),this]],c=this._connectWith();if(c&&this.ready)for(i=c.length-1;i>=0;i--)for(n=e(c[i],this.document[0]),s=n.length-1;s>=0;s--)a=e.data(n[s],this.widgetFullName),a&&a!==this&&!a.options.disabled&&(d.push([e.isFunction(a.options.items)?a.options.items.call(a.element[0],t,{item:this.currentItem}):e(a.options.items,a.element),a]),this.containers.push(a));for(i=d.length-1;i>=0;i--)for(o=d[i][1],r=d[i][0],s=0,l=r.length;l>s;s++)h=e(r[s]),h.data(this.widgetName+"-item",o),u.push({item:h,instance:o,width:0,height:0,left:0,top:0})},refreshPositions:function(t){this.floating=this.items.length?"x"===this.options.axis||this._isFloating(this.items[0].item):!1,this.offsetParent&&this.helper&&(this.offset.parent=this._getParentOffset());var i,s,n,a;for(i=this.items.length-1;i>=0;i--)s=this.items[i],s.instance!==this.currentContainer&&this.currentContainer&&s.item[0]!==this.currentItem[0]||(n=this.options.toleranceElement?e(this.options.toleranceElement,s.item):s.item,t||(s.width=n.outerWidth(),s.height=n.outerHeight()),a=n.offset(),s.left=a.left,s.top=a.top);if(this.options.custom&&this.options.custom.refreshContainers)this.options.custom.refreshContainers.call(this);else for(i=this.containers.length-1;i>=0;i--)a=this.containers[i].element.offset(),this.containers[i].containerCache.left=a.left,this.containers[i].containerCache.top=a.top,this.containers[i].containerCache.width=this.containers[i].element.outerWidth(),this.containers[i].containerCache.height=this.containers[i].element.outerHeight();return this},_createPlaceholder:function(t){t=t||this;var i,s=t.options;s.placeholder&&s.placeholder.constructor!==String||(i=s.placeholder,s.placeholder={element:function(){var s=t.currentItem[0].nodeName.toLowerCase(),n=e("<"+s+">",t.document[0]).addClass(i||t.currentItem[0].className+" ui-sortable-placeholder").removeClass("ui-sortable-helper");return"tbody"===s?t._createTrPlaceholder(t.currentItem.find("tr").eq(0),e("<tr>",t.document[0]).appendTo(n)):"tr"===s?t._createTrPlaceholder(t.currentItem,n):"img"===s&&n.attr("src",t.currentItem.attr("src")),i||n.css("visibility","hidden"),n},update:function(e,n){(!i||s.forcePlaceholderSize)&&(n.height()||n.height(t.currentItem.innerHeight()-parseInt(t.currentItem.css("paddingTop")||0,10)-parseInt(t.currentItem.css("paddingBottom")||0,10)),n.width()||n.width(t.currentItem.innerWidth()-parseInt(t.currentItem.css("paddingLeft")||0,10)-parseInt(t.currentItem.css("paddingRight")||0,10)))}}),t.placeholder=e(s.placeholder.element.call(t.element,t.currentItem)),t.currentItem.after(t.placeholder),s.placeholder.update(t,t.placeholder)},_createTrPlaceholder:function(t,i){var s=this;t.children().each(function(){e("<td>&#160;</td>",s.document[0]).attr("colspan",e(this).attr("colspan")||1).appendTo(i)})},_contactContainers:function(t){var i,s,n,a,o,r,h,l,u,d,c=null,p=null;for(i=this.containers.length-1;i>=0;i--)if(!e.contains(this.currentItem[0],this.containers[i].element[0]))if(this._intersectsWith(this.containers[i].containerCache)){if(c&&e.contains(this.containers[i].element[0],c.element[0]))continue;c=this.containers[i],p=i}else this.containers[i].containerCache.over&&(this.containers[i]._trigger("out",t,this._uiHash(this)),this.containers[i].containerCache.over=0);if(c)if(1===this.containers.length)this.containers[p].containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1);else{for(n=1e4,a=null,u=c.floating||this._isFloating(this.currentItem),o=u?"left":"top",r=u?"width":"height",d=u?"clientX":"clientY",s=this.items.length-1;s>=0;s--)e.contains(this.containers[p].element[0],this.items[s].item[0])&&this.items[s].item[0]!==this.currentItem[0]&&(h=this.items[s].item.offset()[o],l=!1,t[d]-h>this.items[s][r]/2&&(l=!0),n>Math.abs(t[d]-h)&&(n=Math.abs(t[d]-h),a=this.items[s],this.direction=l?"up":"down"));if(!a&&!this.options.dropOnEmpty)return;if(this.currentContainer===this.containers[p])return this.currentContainer.containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash()),this.currentContainer.containerCache.over=1),void 0;a?this._rearrange(t,a,null,!0):this._rearrange(t,null,this.containers[p].element,!0),this._trigger("change",t,this._uiHash()),this.containers[p]._trigger("change",t,this._uiHash(this)),this.currentContainer=this.containers[p],this.options.placeholder.update(this.currentContainer,this.placeholder),this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1}},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper)?e(i.helper.apply(this.element[0],[t,this.currentItem])):"clone"===i.helper?this.currentItem.clone():this.currentItem;return s.parents("body").length||e("parent"!==i.appendTo?i.appendTo:this.currentItem[0].parentNode)[0].appendChild(s[0]),s[0]===this.currentItem[0]&&(this._storedCSS={width:this.currentItem[0].style.width,height:this.currentItem[0].style.height,position:this.currentItem.css("position"),top:this.currentItem.css("top"),left:this.currentItem.css("left")}),(!s[0].style.width||i.forceHelperSize)&&s.width(this.currentItem.width()),(!s[0].style.height||i.forceHelperSize)&&s.height(this.currentItem.height()),s},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_getParentOffset:function(){this.offsetParent=this.helper.offsetParent();var t=this.offsetParent.offset();return"absolute"===this.cssPosition&&this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),(this.offsetParent[0]===this.document[0].body||this.offsetParent[0].tagName&&"html"===this.offsetParent[0].tagName.toLowerCase()&&e.ui.ie)&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"===this.cssPosition){var e=this.currentItem.position();return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:e.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_cacheMargins:function(){this.margins={left:parseInt(this.currentItem.css("marginLeft"),10)||0,top:parseInt(this.currentItem.css("marginTop"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options;"parent"===n.containment&&(n.containment=this.helper[0].parentNode),("document"===n.containment||"window"===n.containment)&&(this.containment=[0-this.offset.relative.left-this.offset.parent.left,0-this.offset.relative.top-this.offset.parent.top,"document"===n.containment?this.document.width():this.window.width()-this.helperProportions.width-this.margins.left,("document"===n.containment?this.document.width():this.window.height()||this.document[0].body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]),/^(document|window|parent)$/.test(n.containment)||(t=e(n.containment)[0],i=e(n.containment).offset(),s="hidden"!==e(t).css("overflow"),this.containment=[i.left+(parseInt(e(t).css("borderLeftWidth"),10)||0)+(parseInt(e(t).css("paddingLeft"),10)||0)-this.margins.left,i.top+(parseInt(e(t).css("borderTopWidth"),10)||0)+(parseInt(e(t).css("paddingTop"),10)||0)-this.margins.top,i.left+(s?Math.max(t.scrollWidth,t.offsetWidth):t.offsetWidth)-(parseInt(e(t).css("borderLeftWidth"),10)||0)-(parseInt(e(t).css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left,i.top+(s?Math.max(t.scrollHeight,t.offsetHeight):t.offsetHeight)-(parseInt(e(t).css("borderTopWidth"),10)||0)-(parseInt(e(t).css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top])},_convertPositionTo:function(t,i){i||(i=this.position);var s="absolute"===t?1:-1,n="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,a=/(html|body)/i.test(n[0].tagName);return{top:i.top+this.offset.relative.top*s+this.offset.parent.top*s-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():a?0:n.scrollTop())*s,left:i.left+this.offset.relative.left*s+this.offset.parent.left*s-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():a?0:n.scrollLeft())*s}},_generatePosition:function(t){var i,s,n=this.options,a=t.pageX,o=t.pageY,r="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,h=/(html|body)/i.test(r[0].tagName);return"relative"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&this.scrollParent[0]!==this.offsetParent[0]||(this.offset.relative=this._getRelativeOffset()),this.originalPosition&&(this.containment&&(t.pageX-this.offset.click.left<this.containment[0]&&(a=this.containment[0]+this.offset.click.left),t.pageY-this.offset.click.top<this.containment[1]&&(o=this.containment[1]+this.offset.click.top),t.pageX-this.offset.click.left>this.containment[2]&&(a=this.containment[2]+this.offset.click.left),t.pageY-this.offset.click.top>this.containment[3]&&(o=this.containment[3]+this.offset.click.top)),n.grid&&(i=this.originalPageY+Math.round((o-this.originalPageY)/n.grid[1])*n.grid[1],o=this.containment?i-this.offset.click.top>=this.containment[1]&&i-this.offset.click.top<=this.containment[3]?i:i-this.offset.click.top>=this.containment[1]?i-n.grid[1]:i+n.grid[1]:i,s=this.originalPageX+Math.round((a-this.originalPageX)/n.grid[0])*n.grid[0],a=this.containment?s-this.offset.click.left>=this.containment[0]&&s-this.offset.click.left<=this.containment[2]?s:s-this.offset.click.left>=this.containment[0]?s-n.grid[0]:s+n.grid[0]:s)),{top:o-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.scrollParent.scrollTop():h?0:r.scrollTop()),left:a-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():h?0:r.scrollLeft())}},_rearrange:function(e,t,i,s){i?i[0].appendChild(this.placeholder[0]):t.item[0].parentNode.insertBefore(this.placeholder[0],"down"===this.direction?t.item[0]:t.item[0].nextSibling),this.counter=this.counter?++this.counter:1;var n=this.counter;this._delay(function(){n===this.counter&&this.refreshPositions(!s)})},_clear:function(e,t){function i(e,t,i){return function(s){i._trigger(e,s,t._uiHash(t))}}this.reverting=!1;var s,n=[];if(!this._noFinalSort&&this.currentItem.parent().length&&this.placeholder.before(this.currentItem),this._noFinalSort=null,this.helper[0]===this.currentItem[0]){for(s in this._storedCSS)("auto"===this._storedCSS[s]||"static"===this._storedCSS[s])&&(this._storedCSS[s]="");this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper")}else this.currentItem.show();for(this.fromOutside&&!t&&n.push(function(e){this._trigger("receive",e,this._uiHash(this.fromOutside))}),!this.fromOutside&&this.domPosition.prev===this.currentItem.prev().not(".ui-sortable-helper")[0]&&this.domPosition.parent===this.currentItem.parent()[0]||t||n.push(function(e){this._trigger("update",e,this._uiHash())}),this!==this.currentContainer&&(t||(n.push(function(e){this._trigger("remove",e,this._uiHash())}),n.push(function(e){return function(t){e._trigger("receive",t,this._uiHash(this))}}.call(this,this.currentContainer)),n.push(function(e){return function(t){e._trigger("update",t,this._uiHash(this))}}.call(this,this.currentContainer)))),s=this.containers.length-1;s>=0;s--)t||n.push(i("deactivate",this,this.containers[s])),this.containers[s].containerCache.over&&(n.push(i("out",this,this.containers[s])),this.containers[s].containerCache.over=0);if(this.storedCursor&&(this.document.find("body").css("cursor",this.storedCursor),this.storedStylesheet.remove()),this._storedOpacity&&this.helper.css("opacity",this._storedOpacity),this._storedZIndex&&this.helper.css("zIndex","auto"===this._storedZIndex?"":this._storedZIndex),this.dragging=!1,t||this._trigger("beforeStop",e,this._uiHash()),this.placeholder[0].parentNode.removeChild(this.placeholder[0]),this.cancelHelperRemoval||(this.helper[0]!==this.currentItem[0]&&this.helper.remove(),this.helper=null),!t){for(s=0;n.length>s;s++)n[s].call(this,e);this._trigger("stop",e,this._uiHash())}return this.fromOutside=!1,!this.cancelHelperRemoval},_trigger:function(){e.Widget.prototype._trigger.apply(this,arguments)===!1&&this.cancel()},_uiHash:function(t){var i=t||this;return{helper:i.helper,placeholder:i.placeholder||e([]),position:i.position,originalPosition:i.originalPosition,offset:i.positionAbs,item:i.currentItem,sender:t?t.element:null}}}),e.widget("ui.accordion",{version:"1.11.4",options:{active:0,animate:{},collapsible:!1,event:"click",header:"> li > :first-child,> :not(li):even",heightStyle:"auto",icons:{activeHeader:"ui-icon-triangle-1-s",header:"ui-icon-triangle-1-e"},activate:null,beforeActivate:null},hideProps:{borderTopWidth:"hide",borderBottomWidth:"hide",paddingTop:"hide",paddingBottom:"hide",height:"hide"},showProps:{borderTopWidth:"show",borderBottomWidth:"show",paddingTop:"show",paddingBottom:"show",height:"show"},_create:function(){var t=this.options;this.prevShow=this.prevHide=e(),this.element.addClass("ui-accordion ui-widget ui-helper-reset").attr("role","tablist"),t.collapsible||t.active!==!1&&null!=t.active||(t.active=0),this._processPanels(),0>t.active&&(t.active+=this.headers.length),this._refresh()},_getCreateEventData:function(){return{header:this.active,panel:this.active.length?this.active.next():e()}},_createIcons:function(){var t=this.options.icons;t&&(e("<span>").addClass("ui-accordion-header-icon ui-icon "+t.header).prependTo(this.headers),this.active.children(".ui-accordion-header-icon").removeClass(t.header).addClass(t.activeHeader),this.headers.addClass("ui-accordion-icons"))},_destroyIcons:function(){this.headers.removeClass("ui-accordion-icons").children(".ui-accordion-header-icon").remove()},_destroy:function(){var e;this.element.removeClass("ui-accordion ui-widget ui-helper-reset").removeAttr("role"),this.headers.removeClass("ui-accordion-header ui-accordion-header-active ui-state-default ui-corner-all ui-state-active ui-state-disabled ui-corner-top").removeAttr("role").removeAttr("aria-expanded").removeAttr("aria-selected").removeAttr("aria-controls").removeAttr("tabIndex").removeUniqueId(),this._destroyIcons(),e=this.headers.next().removeClass("ui-helper-reset ui-widget-content ui-corner-bottom ui-accordion-content ui-accordion-content-active ui-state-disabled").css("display","").removeAttr("role").removeAttr("aria-hidden").removeAttr("aria-labelledby").removeUniqueId(),"content"!==this.options.heightStyle&&e.css("height","")},_setOption:function(e,t){return"active"===e?(this._activate(t),void 0):("event"===e&&(this.options.event&&this._off(this.headers,this.options.event),this._setupEvents(t)),this._super(e,t),"collapsible"!==e||t||this.options.active!==!1||this._activate(0),"icons"===e&&(this._destroyIcons(),t&&this._createIcons()),"disabled"===e&&(this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this.headers.add(this.headers.next()).toggleClass("ui-state-disabled",!!t)),void 0)},_keydown:function(t){if(!t.altKey&&!t.ctrlKey){var i=e.ui.keyCode,s=this.headers.length,n=this.headers.index(t.target),a=!1;switch(t.keyCode){case i.RIGHT:case i.DOWN:a=this.headers[(n+1)%s];break;case i.LEFT:case i.UP:a=this.headers[(n-1+s)%s];break;case i.SPACE:case i.ENTER:this._eventHandler(t);break;case i.HOME:a=this.headers[0];break;case i.END:a=this.headers[s-1]}a&&(e(t.target).attr("tabIndex",-1),e(a).attr("tabIndex",0),a.focus(),t.preventDefault())}},_panelKeyDown:function(t){t.keyCode===e.ui.keyCode.UP&&t.ctrlKey&&e(t.currentTarget).prev().focus()},refresh:function(){var t=this.options;this._processPanels(),t.active===!1&&t.collapsible===!0||!this.headers.length?(t.active=!1,this.active=e()):t.active===!1?this._activate(0):this.active.length&&!e.contains(this.element[0],this.active[0])?this.headers.length===this.headers.find(".ui-state-disabled").length?(t.active=!1,this.active=e()):this._activate(Math.max(0,t.active-1)):t.active=this.headers.index(this.active),this._destroyIcons(),this._refresh()},_processPanels:function(){var e=this.headers,t=this.panels;this.headers=this.element.find(this.options.header).addClass("ui-accordion-header ui-state-default ui-corner-all"),this.panels=this.headers.next().addClass("ui-accordion-content ui-helper-reset ui-widget-content ui-corner-bottom").filter(":not(.ui-accordion-content-active)").hide(),t&&(this._off(e.not(this.headers)),this._off(t.not(this.panels)))},_refresh:function(){var t,i=this.options,s=i.heightStyle,n=this.element.parent();this.active=this._findActive(i.active).addClass("ui-accordion-header-active ui-state-active ui-corner-top").removeClass("ui-corner-all"),this.active.next().addClass("ui-accordion-content-active").show(),this.headers.attr("role","tab").each(function(){var t=e(this),i=t.uniqueId().attr("id"),s=t.next(),n=s.uniqueId().attr("id");t.attr("aria-controls",n),s.attr("aria-labelledby",i)}).next().attr("role","tabpanel"),this.headers.not(this.active).attr({"aria-selected":"false","aria-expanded":"false",tabIndex:-1}).next().attr({"aria-hidden":"true"}).hide(),this.active.length?this.active.attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0}).next().attr({"aria-hidden":"false"}):this.headers.eq(0).attr("tabIndex",0),this._createIcons(),this._setupEvents(i.event),"fill"===s?(t=n.height(),this.element.siblings(":visible").each(function(){var i=e(this),s=i.css("position");"absolute"!==s&&"fixed"!==s&&(t-=i.outerHeight(!0))}),this.headers.each(function(){t-=e(this).outerHeight(!0)}),this.headers.next().each(function(){e(this).height(Math.max(0,t-e(this).innerHeight()+e(this).height()))}).css("overflow","auto")):"auto"===s&&(t=0,this.headers.next().each(function(){t=Math.max(t,e(this).css("height","").height())}).height(t))},_activate:function(t){var i=this._findActive(t)[0];i!==this.active[0]&&(i=i||this.active[0],this._eventHandler({target:i,currentTarget:i,preventDefault:e.noop}))},_findActive:function(t){return"number"==typeof t?this.headers.eq(t):e()},_setupEvents:function(t){var i={keydown:"_keydown"};t&&e.each(t.split(" "),function(e,t){i[t]="_eventHandler"}),this._off(this.headers.add(this.headers.next())),this._on(this.headers,i),this._on(this.headers.next(),{keydown:"_panelKeyDown"}),this._hoverable(this.headers),this._focusable(this.headers)},_eventHandler:function(t){var i=this.options,s=this.active,n=e(t.currentTarget),a=n[0]===s[0],o=a&&i.collapsible,r=o?e():n.next(),h=s.next(),l={oldHeader:s,oldPanel:h,newHeader:o?e():n,newPanel:r};
t.preventDefault(),a&&!i.collapsible||this._trigger("beforeActivate",t,l)===!1||(i.active=o?!1:this.headers.index(n),this.active=a?e():n,this._toggle(l),s.removeClass("ui-accordion-header-active ui-state-active"),i.icons&&s.children(".ui-accordion-header-icon").removeClass(i.icons.activeHeader).addClass(i.icons.header),a||(n.removeClass("ui-corner-all").addClass("ui-accordion-header-active ui-state-active ui-corner-top"),i.icons&&n.children(".ui-accordion-header-icon").removeClass(i.icons.header).addClass(i.icons.activeHeader),n.next().addClass("ui-accordion-content-active")))},_toggle:function(t){var i=t.newPanel,s=this.prevShow.length?this.prevShow:t.oldPanel;this.prevShow.add(this.prevHide).stop(!0,!0),this.prevShow=i,this.prevHide=s,this.options.animate?this._animate(i,s,t):(s.hide(),i.show(),this._toggleComplete(t)),s.attr({"aria-hidden":"true"}),s.prev().attr({"aria-selected":"false","aria-expanded":"false"}),i.length&&s.length?s.prev().attr({tabIndex:-1,"aria-expanded":"false"}):i.length&&this.headers.filter(function(){return 0===parseInt(e(this).attr("tabIndex"),10)}).attr("tabIndex",-1),i.attr("aria-hidden","false").prev().attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0})},_animate:function(e,t,i){var s,n,a,o=this,r=0,h=e.css("box-sizing"),l=e.length&&(!t.length||e.index()<t.index()),u=this.options.animate||{},d=l&&u.down||u,c=function(){o._toggleComplete(i)};return"number"==typeof d&&(a=d),"string"==typeof d&&(n=d),n=n||d.easing||u.easing,a=a||d.duration||u.duration,t.length?e.length?(s=e.show().outerHeight(),t.animate(this.hideProps,{duration:a,easing:n,step:function(e,t){t.now=Math.round(e)}}),e.hide().animate(this.showProps,{duration:a,easing:n,complete:c,step:function(e,i){i.now=Math.round(e),"height"!==i.prop?"content-box"===h&&(r+=i.now):"content"!==o.options.heightStyle&&(i.now=Math.round(s-t.outerHeight()-r),r=0)}}),void 0):t.animate(this.hideProps,a,n,c):e.animate(this.showProps,a,n,c)},_toggleComplete:function(e){var t=e.oldPanel;t.removeClass("ui-accordion-content-active").prev().removeClass("ui-corner-top").addClass("ui-corner-all"),t.length&&(t.parent()[0].className=t.parent()[0].className),this._trigger("activate",null,e)}}),e.widget("ui.menu",{version:"1.11.4",defaultElement:"<ul>",delay:300,options:{icons:{submenu:"ui-icon-carat-1-e"},items:"> *",menus:"ul",position:{my:"left-1 top",at:"right top"},role:"menu",blur:null,focus:null,select:null},_create:function(){this.activeMenu=this.element,this.mouseHandled=!1,this.element.uniqueId().addClass("ui-menu ui-widget ui-widget-content").toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length).attr({role:this.options.role,tabIndex:0}),this.options.disabled&&this.element.addClass("ui-state-disabled").attr("aria-disabled","true"),this._on({"mousedown .ui-menu-item":function(e){e.preventDefault()},"click .ui-menu-item":function(t){var i=e(t.target);!this.mouseHandled&&i.not(".ui-state-disabled").length&&(this.select(t),t.isPropagationStopped()||(this.mouseHandled=!0),i.has(".ui-menu").length?this.expand(t):!this.element.is(":focus")&&e(this.document[0].activeElement).closest(".ui-menu").length&&(this.element.trigger("focus",[!0]),this.active&&1===this.active.parents(".ui-menu").length&&clearTimeout(this.timer)))},"mouseenter .ui-menu-item":function(t){if(!this.previousFilter){var i=e(t.currentTarget);i.siblings(".ui-state-active").removeClass("ui-state-active"),this.focus(t,i)}},mouseleave:"collapseAll","mouseleave .ui-menu":"collapseAll",focus:function(e,t){var i=this.active||this.element.find(this.options.items).eq(0);t||this.focus(e,i)},blur:function(t){this._delay(function(){e.contains(this.element[0],this.document[0].activeElement)||this.collapseAll(t)})},keydown:"_keydown"}),this.refresh(),this._on(this.document,{click:function(e){this._closeOnDocumentClick(e)&&this.collapseAll(e),this.mouseHandled=!1}})},_destroy:function(){this.element.removeAttr("aria-activedescendant").find(".ui-menu").addBack().removeClass("ui-menu ui-widget ui-widget-content ui-menu-icons ui-front").removeAttr("role").removeAttr("tabIndex").removeAttr("aria-labelledby").removeAttr("aria-expanded").removeAttr("aria-hidden").removeAttr("aria-disabled").removeUniqueId().show(),this.element.find(".ui-menu-item").removeClass("ui-menu-item").removeAttr("role").removeAttr("aria-disabled").removeUniqueId().removeClass("ui-state-hover").removeAttr("tabIndex").removeAttr("role").removeAttr("aria-haspopup").children().each(function(){var t=e(this);t.data("ui-menu-submenu-carat")&&t.remove()}),this.element.find(".ui-menu-divider").removeClass("ui-menu-divider ui-widget-content")},_keydown:function(t){var i,s,n,a,o=!0;switch(t.keyCode){case e.ui.keyCode.PAGE_UP:this.previousPage(t);break;case e.ui.keyCode.PAGE_DOWN:this.nextPage(t);break;case e.ui.keyCode.HOME:this._move("first","first",t);break;case e.ui.keyCode.END:this._move("last","last",t);break;case e.ui.keyCode.UP:this.previous(t);break;case e.ui.keyCode.DOWN:this.next(t);break;case e.ui.keyCode.LEFT:this.collapse(t);break;case e.ui.keyCode.RIGHT:this.active&&!this.active.is(".ui-state-disabled")&&this.expand(t);break;case e.ui.keyCode.ENTER:case e.ui.keyCode.SPACE:this._activate(t);break;case e.ui.keyCode.ESCAPE:this.collapse(t);break;default:o=!1,s=this.previousFilter||"",n=String.fromCharCode(t.keyCode),a=!1,clearTimeout(this.filterTimer),n===s?a=!0:n=s+n,i=this._filterMenuItems(n),i=a&&-1!==i.index(this.active.next())?this.active.nextAll(".ui-menu-item"):i,i.length||(n=String.fromCharCode(t.keyCode),i=this._filterMenuItems(n)),i.length?(this.focus(t,i),this.previousFilter=n,this.filterTimer=this._delay(function(){delete this.previousFilter},1e3)):delete this.previousFilter}o&&t.preventDefault()},_activate:function(e){this.active.is(".ui-state-disabled")||(this.active.is("[aria-haspopup='true']")?this.expand(e):this.select(e))},refresh:function(){var t,i,s=this,n=this.options.icons.submenu,a=this.element.find(this.options.menus);this.element.toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length),a.filter(":not(.ui-menu)").addClass("ui-menu ui-widget ui-widget-content ui-front").hide().attr({role:this.options.role,"aria-hidden":"true","aria-expanded":"false"}).each(function(){var t=e(this),i=t.parent(),s=e("<span>").addClass("ui-menu-icon ui-icon "+n).data("ui-menu-submenu-carat",!0);i.attr("aria-haspopup","true").prepend(s),t.attr("aria-labelledby",i.attr("id"))}),t=a.add(this.element),i=t.find(this.options.items),i.not(".ui-menu-item").each(function(){var t=e(this);s._isDivider(t)&&t.addClass("ui-widget-content ui-menu-divider")}),i.not(".ui-menu-item, .ui-menu-divider").addClass("ui-menu-item").uniqueId().attr({tabIndex:-1,role:this._itemRole()}),i.filter(".ui-state-disabled").attr("aria-disabled","true"),this.active&&!e.contains(this.element[0],this.active[0])&&this.blur()},_itemRole:function(){return{menu:"menuitem",listbox:"option"}[this.options.role]},_setOption:function(e,t){"icons"===e&&this.element.find(".ui-menu-icon").removeClass(this.options.icons.submenu).addClass(t.submenu),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},focus:function(e,t){var i,s;this.blur(e,e&&"focus"===e.type),this._scrollIntoView(t),this.active=t.first(),s=this.active.addClass("ui-state-focus").removeClass("ui-state-active"),this.options.role&&this.element.attr("aria-activedescendant",s.attr("id")),this.active.parent().closest(".ui-menu-item").addClass("ui-state-active"),e&&"keydown"===e.type?this._close():this.timer=this._delay(function(){this._close()},this.delay),i=t.children(".ui-menu"),i.length&&e&&/^mouse/.test(e.type)&&this._startOpening(i),this.activeMenu=t.parent(),this._trigger("focus",e,{item:t})},_scrollIntoView:function(t){var i,s,n,a,o,r;this._hasScroll()&&(i=parseFloat(e.css(this.activeMenu[0],"borderTopWidth"))||0,s=parseFloat(e.css(this.activeMenu[0],"paddingTop"))||0,n=t.offset().top-this.activeMenu.offset().top-i-s,a=this.activeMenu.scrollTop(),o=this.activeMenu.height(),r=t.outerHeight(),0>n?this.activeMenu.scrollTop(a+n):n+r>o&&this.activeMenu.scrollTop(a+n-o+r))},blur:function(e,t){t||clearTimeout(this.timer),this.active&&(this.active.removeClass("ui-state-focus"),this.active=null,this._trigger("blur",e,{item:this.active}))},_startOpening:function(e){clearTimeout(this.timer),"true"===e.attr("aria-hidden")&&(this.timer=this._delay(function(){this._close(),this._open(e)},this.delay))},_open:function(t){var i=e.extend({of:this.active},this.options.position);clearTimeout(this.timer),this.element.find(".ui-menu").not(t.parents(".ui-menu")).hide().attr("aria-hidden","true"),t.show().removeAttr("aria-hidden").attr("aria-expanded","true").position(i)},collapseAll:function(t,i){clearTimeout(this.timer),this.timer=this._delay(function(){var s=i?this.element:e(t&&t.target).closest(this.element.find(".ui-menu"));s.length||(s=this.element),this._close(s),this.blur(t),this.activeMenu=s},this.delay)},_close:function(e){e||(e=this.active?this.active.parent():this.element),e.find(".ui-menu").hide().attr("aria-hidden","true").attr("aria-expanded","false").end().find(".ui-state-active").not(".ui-state-focus").removeClass("ui-state-active")},_closeOnDocumentClick:function(t){return!e(t.target).closest(".ui-menu").length},_isDivider:function(e){return!/[^\-\u2014\u2013\s]/.test(e.text())},collapse:function(e){var t=this.active&&this.active.parent().closest(".ui-menu-item",this.element);t&&t.length&&(this._close(),this.focus(e,t))},expand:function(e){var t=this.active&&this.active.children(".ui-menu ").find(this.options.items).first();t&&t.length&&(this._open(t.parent()),this._delay(function(){this.focus(e,t)}))},next:function(e){this._move("next","first",e)},previous:function(e){this._move("prev","last",e)},isFirstItem:function(){return this.active&&!this.active.prevAll(".ui-menu-item").length},isLastItem:function(){return this.active&&!this.active.nextAll(".ui-menu-item").length},_move:function(e,t,i){var s;this.active&&(s="first"===e||"last"===e?this.active["first"===e?"prevAll":"nextAll"](".ui-menu-item").eq(-1):this.active[e+"All"](".ui-menu-item").eq(0)),s&&s.length&&this.active||(s=this.activeMenu.find(this.options.items)[t]()),this.focus(i,s)},nextPage:function(t){var i,s,n;return this.active?(this.isLastItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.nextAll(".ui-menu-item").each(function(){return i=e(this),0>i.offset().top-s-n}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items)[this.active?"last":"first"]())),void 0):(this.next(t),void 0)},previousPage:function(t){var i,s,n;return this.active?(this.isFirstItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.prevAll(".ui-menu-item").each(function(){return i=e(this),i.offset().top-s+n>0}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items).first())),void 0):(this.next(t),void 0)},_hasScroll:function(){return this.element.outerHeight()<this.element.prop("scrollHeight")},select:function(t){this.active=this.active||e(t.target).closest(".ui-menu-item");var i={item:this.active};this.active.has(".ui-menu").length||this.collapseAll(t,!0),this._trigger("select",t,i)},_filterMenuItems:function(t){var i=t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&"),s=RegExp("^"+i,"i");return this.activeMenu.find(this.options.items).filter(".ui-menu-item").filter(function(){return s.test(e.trim(e(this).text()))})}}),e.widget("ui.autocomplete",{version:"1.11.4",defaultElement:"<input>",options:{appendTo:null,autoFocus:!1,delay:300,minLength:1,position:{my:"left top",at:"left bottom",collision:"none"},source:null,change:null,close:null,focus:null,open:null,response:null,search:null,select:null},requestIndex:0,pending:0,_create:function(){var t,i,s,n=this.element[0].nodeName.toLowerCase(),a="textarea"===n,o="input"===n;this.isMultiLine=a?!0:o?!1:this.element.prop("isContentEditable"),this.valueMethod=this.element[a||o?"val":"text"],this.isNewMenu=!0,this.element.addClass("ui-autocomplete-input").attr("autocomplete","off"),this._on(this.element,{keydown:function(n){if(this.element.prop("readOnly"))return t=!0,s=!0,i=!0,void 0;t=!1,s=!1,i=!1;var a=e.ui.keyCode;switch(n.keyCode){case a.PAGE_UP:t=!0,this._move("previousPage",n);break;case a.PAGE_DOWN:t=!0,this._move("nextPage",n);break;case a.UP:t=!0,this._keyEvent("previous",n);break;case a.DOWN:t=!0,this._keyEvent("next",n);break;case a.ENTER:this.menu.active&&(t=!0,n.preventDefault(),this.menu.select(n));break;case a.TAB:this.menu.active&&this.menu.select(n);break;case a.ESCAPE:this.menu.element.is(":visible")&&(this.isMultiLine||this._value(this.term),this.close(n),n.preventDefault());break;default:i=!0,this._searchTimeout(n)}},keypress:function(s){if(t)return t=!1,(!this.isMultiLine||this.menu.element.is(":visible"))&&s.preventDefault(),void 0;if(!i){var n=e.ui.keyCode;switch(s.keyCode){case n.PAGE_UP:this._move("previousPage",s);break;case n.PAGE_DOWN:this._move("nextPage",s);break;case n.UP:this._keyEvent("previous",s);break;case n.DOWN:this._keyEvent("next",s)}}},input:function(e){return s?(s=!1,e.preventDefault(),void 0):(this._searchTimeout(e),void 0)},focus:function(){this.selectedItem=null,this.previous=this._value()},blur:function(e){return this.cancelBlur?(delete this.cancelBlur,void 0):(clearTimeout(this.searching),this.close(e),this._change(e),void 0)}}),this._initSource(),this.menu=e("<ul>").addClass("ui-autocomplete ui-front").appendTo(this._appendTo()).menu({role:null}).hide().menu("instance"),this._on(this.menu.element,{mousedown:function(t){t.preventDefault(),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur});var i=this.menu.element[0];e(t.target).closest(".ui-menu-item").length||this._delay(function(){var t=this;this.document.one("mousedown",function(s){s.target===t.element[0]||s.target===i||e.contains(i,s.target)||t.close()})})},menufocus:function(t,i){var s,n;return this.isNewMenu&&(this.isNewMenu=!1,t.originalEvent&&/^mouse/.test(t.originalEvent.type))?(this.menu.blur(),this.document.one("mousemove",function(){e(t.target).trigger(t.originalEvent)}),void 0):(n=i.item.data("ui-autocomplete-item"),!1!==this._trigger("focus",t,{item:n})&&t.originalEvent&&/^key/.test(t.originalEvent.type)&&this._value(n.value),s=i.item.attr("aria-label")||n.value,s&&e.trim(s).length&&(this.liveRegion.children().hide(),e("<div>").text(s).appendTo(this.liveRegion)),void 0)},menuselect:function(e,t){var i=t.item.data("ui-autocomplete-item"),s=this.previous;this.element[0]!==this.document[0].activeElement&&(this.element.focus(),this.previous=s,this._delay(function(){this.previous=s,this.selectedItem=i})),!1!==this._trigger("select",e,{item:i})&&this._value(i.value),this.term=this._value(),this.close(e),this.selectedItem=i}}),this.liveRegion=e("<span>",{role:"status","aria-live":"assertive","aria-relevant":"additions"}).addClass("ui-helper-hidden-accessible").appendTo(this.document[0].body),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_destroy:function(){clearTimeout(this.searching),this.element.removeClass("ui-autocomplete-input").removeAttr("autocomplete"),this.menu.element.remove(),this.liveRegion.remove()},_setOption:function(e,t){this._super(e,t),"source"===e&&this._initSource(),"appendTo"===e&&this.menu.element.appendTo(this._appendTo()),"disabled"===e&&t&&this.xhr&&this.xhr.abort()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_initSource:function(){var t,i,s=this;e.isArray(this.options.source)?(t=this.options.source,this.source=function(i,s){s(e.ui.autocomplete.filter(t,i.term))}):"string"==typeof this.options.source?(i=this.options.source,this.source=function(t,n){s.xhr&&s.xhr.abort(),s.xhr=e.ajax({url:i,data:t,dataType:"json",success:function(e){n(e)},error:function(){n([])}})}):this.source=this.options.source},_searchTimeout:function(e){clearTimeout(this.searching),this.searching=this._delay(function(){var t=this.term===this._value(),i=this.menu.element.is(":visible"),s=e.altKey||e.ctrlKey||e.metaKey||e.shiftKey;(!t||t&&!i&&!s)&&(this.selectedItem=null,this.search(null,e))},this.options.delay)},search:function(e,t){return e=null!=e?e:this._value(),this.term=this._value(),e.length<this.options.minLength?this.close(t):this._trigger("search",t)!==!1?this._search(e):void 0},_search:function(e){this.pending++,this.element.addClass("ui-autocomplete-loading"),this.cancelSearch=!1,this.source({term:e},this._response())},_response:function(){var t=++this.requestIndex;return e.proxy(function(e){t===this.requestIndex&&this.__response(e),this.pending--,this.pending||this.element.removeClass("ui-autocomplete-loading")},this)},__response:function(e){e&&(e=this._normalize(e)),this._trigger("response",null,{content:e}),!this.options.disabled&&e&&e.length&&!this.cancelSearch?(this._suggest(e),this._trigger("open")):this._close()},close:function(e){this.cancelSearch=!0,this._close(e)},_close:function(e){this.menu.element.is(":visible")&&(this.menu.element.hide(),this.menu.blur(),this.isNewMenu=!0,this._trigger("close",e))},_change:function(e){this.previous!==this._value()&&this._trigger("change",e,{item:this.selectedItem})},_normalize:function(t){return t.length&&t[0].label&&t[0].value?t:e.map(t,function(t){return"string"==typeof t?{label:t,value:t}:e.extend({},t,{label:t.label||t.value,value:t.value||t.label})})},_suggest:function(t){var i=this.menu.element.empty();this._renderMenu(i,t),this.isNewMenu=!0,this.menu.refresh(),i.show(),this._resizeMenu(),i.position(e.extend({of:this.element},this.options.position)),this.options.autoFocus&&this.menu.next()},_resizeMenu:function(){var e=this.menu.element;e.outerWidth(Math.max(e.width("").outerWidth()+1,this.element.outerWidth()))},_renderMenu:function(t,i){var s=this;e.each(i,function(e,i){s._renderItemData(t,i)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-autocomplete-item",t)},_renderItem:function(t,i){return e("<li>").text(i.label).appendTo(t)},_move:function(e,t){return this.menu.element.is(":visible")?this.menu.isFirstItem()&&/^previous/.test(e)||this.menu.isLastItem()&&/^next/.test(e)?(this.isMultiLine||this._value(this.term),this.menu.blur(),void 0):(this.menu[e](t),void 0):(this.search(null,t),void 0)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(e,t){(!this.isMultiLine||this.menu.element.is(":visible"))&&(this._move(e,t),t.preventDefault())}}),e.extend(e.ui.autocomplete,{escapeRegex:function(e){return e.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&")},filter:function(t,i){var s=RegExp(e.ui.autocomplete.escapeRegex(i),"i");return e.grep(t,function(e){return s.test(e.label||e.value||e)})}}),e.widget("ui.autocomplete",e.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(e){return e+(e>1?" results are":" result is")+" available, use up and down arrow keys to navigate."}}},__response:function(t){var i;this._superApply(arguments),this.options.disabled||this.cancelSearch||(i=t&&t.length?this.options.messages.results(t.length):this.options.messages.noResults,this.liveRegion.children().hide(),e("<div>").text(i).appendTo(this.liveRegion))}}),e.ui.autocomplete;var r,h="ui-button ui-widget ui-state-default ui-corner-all",l="ui-button-icons-only ui-button-icon-only ui-button-text-icons ui-button-text-icon-primary ui-button-text-icon-secondary ui-button-text-only",u=function(){var t=e(this);setTimeout(function(){t.find(":ui-button").button("refresh")},1)},d=function(t){var i=t.name,s=t.form,n=e([]);return i&&(i=i.replace(/'/g,"\\'"),n=s?e(s).find("[name='"+i+"'][type=radio]"):e("[name='"+i+"'][type=radio]",t.ownerDocument).filter(function(){return!this.form})),n};e.widget("ui.button",{version:"1.11.4",defaultElement:"<button>",options:{disabled:null,text:!0,label:null,icons:{primary:null,secondary:null}},_create:function(){this.element.closest("form").unbind("reset"+this.eventNamespace).bind("reset"+this.eventNamespace,u),"boolean"!=typeof this.options.disabled?this.options.disabled=!!this.element.prop("disabled"):this.element.prop("disabled",this.options.disabled),this._determineButtonType(),this.hasTitle=!!this.buttonElement.attr("title");var t=this,i=this.options,s="checkbox"===this.type||"radio"===this.type,n=s?"":"ui-state-active";null===i.label&&(i.label="input"===this.type?this.buttonElement.val():this.buttonElement.html()),this._hoverable(this.buttonElement),this.buttonElement.addClass(h).attr("role","button").bind("mouseenter"+this.eventNamespace,function(){i.disabled||this===r&&e(this).addClass("ui-state-active")}).bind("mouseleave"+this.eventNamespace,function(){i.disabled||e(this).removeClass(n)}).bind("click"+this.eventNamespace,function(e){i.disabled&&(e.preventDefault(),e.stopImmediatePropagation())}),this._on({focus:function(){this.buttonElement.addClass("ui-state-focus")},blur:function(){this.buttonElement.removeClass("ui-state-focus")}}),s&&this.element.bind("change"+this.eventNamespace,function(){t.refresh()}),"checkbox"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){return i.disabled?!1:void 0}):"radio"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){if(i.disabled)return!1;e(this).addClass("ui-state-active"),t.buttonElement.attr("aria-pressed","true");var s=t.element[0];d(s).not(s).map(function(){return e(this).button("widget")[0]}).removeClass("ui-state-active").attr("aria-pressed","false")}):(this.buttonElement.bind("mousedown"+this.eventNamespace,function(){return i.disabled?!1:(e(this).addClass("ui-state-active"),r=this,t.document.one("mouseup",function(){r=null}),void 0)}).bind("mouseup"+this.eventNamespace,function(){return i.disabled?!1:(e(this).removeClass("ui-state-active"),void 0)}).bind("keydown"+this.eventNamespace,function(t){return i.disabled?!1:((t.keyCode===e.ui.keyCode.SPACE||t.keyCode===e.ui.keyCode.ENTER)&&e(this).addClass("ui-state-active"),void 0)}).bind("keyup"+this.eventNamespace+" blur"+this.eventNamespace,function(){e(this).removeClass("ui-state-active")}),this.buttonElement.is("a")&&this.buttonElement.keyup(function(t){t.keyCode===e.ui.keyCode.SPACE&&e(this).click()})),this._setOption("disabled",i.disabled),this._resetButton()},_determineButtonType:function(){var e,t,i;this.type=this.element.is("[type=checkbox]")?"checkbox":this.element.is("[type=radio]")?"radio":this.element.is("input")?"input":"button","checkbox"===this.type||"radio"===this.type?(e=this.element.parents().last(),t="label[for='"+this.element.attr("id")+"']",this.buttonElement=e.find(t),this.buttonElement.length||(e=e.length?e.siblings():this.element.siblings(),this.buttonElement=e.filter(t),this.buttonElement.length||(this.buttonElement=e.find(t))),this.element.addClass("ui-helper-hidden-accessible"),i=this.element.is(":checked"),i&&this.buttonElement.addClass("ui-state-active"),this.buttonElement.prop("aria-pressed",i)):this.buttonElement=this.element},widget:function(){return this.buttonElement},_destroy:function(){this.element.removeClass("ui-helper-hidden-accessible"),this.buttonElement.removeClass(h+" ui-state-active "+l).removeAttr("role").removeAttr("aria-pressed").html(this.buttonElement.find(".ui-button-text").html()),this.hasTitle||this.buttonElement.removeAttr("title")},_setOption:function(e,t){return this._super(e,t),"disabled"===e?(this.widget().toggleClass("ui-state-disabled",!!t),this.element.prop("disabled",!!t),t&&("checkbox"===this.type||"radio"===this.type?this.buttonElement.removeClass("ui-state-focus"):this.buttonElement.removeClass("ui-state-focus ui-state-active")),void 0):(this._resetButton(),void 0)},refresh:function(){var t=this.element.is("input, button")?this.element.is(":disabled"):this.element.hasClass("ui-button-disabled");t!==this.options.disabled&&this._setOption("disabled",t),"radio"===this.type?d(this.element[0]).each(function(){e(this).is(":checked")?e(this).button("widget").addClass("ui-state-active").attr("aria-pressed","true"):e(this).button("widget").removeClass("ui-state-active").attr("aria-pressed","false")}):"checkbox"===this.type&&(this.element.is(":checked")?this.buttonElement.addClass("ui-state-active").attr("aria-pressed","true"):this.buttonElement.removeClass("ui-state-active").attr("aria-pressed","false"))},_resetButton:function(){if("input"===this.type)return this.options.label&&this.element.val(this.options.label),void 0;var t=this.buttonElement.removeClass(l),i=e("<span></span>",this.document[0]).addClass("ui-button-text").html(this.options.label).appendTo(t.empty()).text(),s=this.options.icons,n=s.primary&&s.secondary,a=[];s.primary||s.secondary?(this.options.text&&a.push("ui-button-text-icon"+(n?"s":s.primary?"-primary":"-secondary")),s.primary&&t.prepend("<span class='ui-button-icon-primary ui-icon "+s.primary+"'></span>"),s.secondary&&t.append("<span class='ui-button-icon-secondary ui-icon "+s.secondary+"'></span>"),this.options.text||(a.push(n?"ui-button-icons-only":"ui-button-icon-only"),this.hasTitle||t.attr("title",e.trim(i)))):a.push("ui-button-text-only"),t.addClass(a.join(" "))}}),e.widget("ui.buttonset",{version:"1.11.4",options:{items:"button, input[type=button], input[type=submit], input[type=reset], input[type=checkbox], input[type=radio], a, :data(ui-button)"},_create:function(){this.element.addClass("ui-buttonset")},_init:function(){this.refresh()},_setOption:function(e,t){"disabled"===e&&this.buttons.button("option",e,t),this._super(e,t)},refresh:function(){var t="rtl"===this.element.css("direction"),i=this.element.find(this.options.items),s=i.filter(":ui-button");i.not(":ui-button").button(),s.button("refresh"),this.buttons=i.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-all ui-corner-left ui-corner-right").filter(":first").addClass(t?"ui-corner-right":"ui-corner-left").end().filter(":last").addClass(t?"ui-corner-left":"ui-corner-right").end().end()},_destroy:function(){this.element.removeClass("ui-buttonset"),this.buttons.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-left ui-corner-right").end().button("destroy")}}),e.ui.button,e.widget("ui.dialog",{version:"1.11.4",options:{appendTo:"body",autoOpen:!0,buttons:[],closeOnEscape:!0,closeText:"Close",dialogClass:"",draggable:!0,hide:null,height:"auto",maxHeight:null,maxWidth:null,minHeight:150,minWidth:150,modal:!1,position:{my:"center",at:"center",of:window,collision:"fit",using:function(t){var i=e(this).css(t).offset().top;0>i&&e(this).css("top",t.top-i)}},resizable:!0,show:null,title:null,width:300,beforeClose:null,close:null,drag:null,dragStart:null,dragStop:null,focus:null,open:null,resize:null,resizeStart:null,resizeStop:null},sizeRelatedOptions:{buttons:!0,height:!0,maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0,width:!0},resizableRelatedOptions:{maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0},_create:function(){this.originalCss={display:this.element[0].style.display,width:this.element[0].style.width,minHeight:this.element[0].style.minHeight,maxHeight:this.element[0].style.maxHeight,height:this.element[0].style.height},this.originalPosition={parent:this.element.parent(),index:this.element.parent().children().index(this.element)},this.originalTitle=this.element.attr("title"),this.options.title=this.options.title||this.originalTitle,this._createWrapper(),this.element.show().removeAttr("title").addClass("ui-dialog-content ui-widget-content").appendTo(this.uiDialog),this._createTitlebar(),this._createButtonPane(),this.options.draggable&&e.fn.draggable&&this._makeDraggable(),this.options.resizable&&e.fn.resizable&&this._makeResizable(),this._isOpen=!1,this._trackFocus()},_init:function(){this.options.autoOpen&&this.open()},_appendTo:function(){var t=this.options.appendTo;return t&&(t.jquery||t.nodeType)?e(t):this.document.find(t||"body").eq(0)},_destroy:function(){var e,t=this.originalPosition;this._untrackInstance(),this._destroyOverlay(),this.element.removeUniqueId().removeClass("ui-dialog-content ui-widget-content").css(this.originalCss).detach(),this.uiDialog.stop(!0,!0).remove(),this.originalTitle&&this.element.attr("title",this.originalTitle),e=t.parent.children().eq(t.index),e.length&&e[0]!==this.element[0]?e.before(this.element):t.parent.append(this.element)},widget:function(){return this.uiDialog},disable:e.noop,enable:e.noop,close:function(t){var i,s=this;if(this._isOpen&&this._trigger("beforeClose",t)!==!1){if(this._isOpen=!1,this._focusedElement=null,this._destroyOverlay(),this._untrackInstance(),!this.opener.filter(":focusable").focus().length)try{i=this.document[0].activeElement,i&&"body"!==i.nodeName.toLowerCase()&&e(i).blur()}catch(n){}this._hide(this.uiDialog,this.options.hide,function(){s._trigger("close",t)})}},isOpen:function(){return this._isOpen},moveToTop:function(){this._moveToTop()},_moveToTop:function(t,i){var s=!1,n=this.uiDialog.siblings(".ui-front:visible").map(function(){return+e(this).css("z-index")}).get(),a=Math.max.apply(null,n);return a>=+this.uiDialog.css("z-index")&&(this.uiDialog.css("z-index",a+1),s=!0),s&&!i&&this._trigger("focus",t),s},open:function(){var t=this;return this._isOpen?(this._moveToTop()&&this._focusTabbable(),void 0):(this._isOpen=!0,this.opener=e(this.document[0].activeElement),this._size(),this._position(),this._createOverlay(),this._moveToTop(null,!0),this.overlay&&this.overlay.css("z-index",this.uiDialog.css("z-index")-1),this._show(this.uiDialog,this.options.show,function(){t._focusTabbable(),t._trigger("focus")}),this._makeFocusTarget(),this._trigger("open"),void 0)},_focusTabbable:function(){var e=this._focusedElement;e||(e=this.element.find("[autofocus]")),e.length||(e=this.element.find(":tabbable")),e.length||(e=this.uiDialogButtonPane.find(":tabbable")),e.length||(e=this.uiDialogTitlebarClose.filter(":tabbable")),e.length||(e=this.uiDialog),e.eq(0).focus()},_keepFocus:function(t){function i(){var t=this.document[0].activeElement,i=this.uiDialog[0]===t||e.contains(this.uiDialog[0],t);i||this._focusTabbable()}t.preventDefault(),i.call(this),this._delay(i)},_createWrapper:function(){this.uiDialog=e("<div>").addClass("ui-dialog ui-widget ui-widget-content ui-corner-all ui-front "+this.options.dialogClass).hide().attr({tabIndex:-1,role:"dialog"}).appendTo(this._appendTo()),this._on(this.uiDialog,{keydown:function(t){if(this.options.closeOnEscape&&!t.isDefaultPrevented()&&t.keyCode&&t.keyCode===e.ui.keyCode.ESCAPE)return t.preventDefault(),this.close(t),void 0;if(t.keyCode===e.ui.keyCode.TAB&&!t.isDefaultPrevented()){var i=this.uiDialog.find(":tabbable"),s=i.filter(":first"),n=i.filter(":last");t.target!==n[0]&&t.target!==this.uiDialog[0]||t.shiftKey?t.target!==s[0]&&t.target!==this.uiDialog[0]||!t.shiftKey||(this._delay(function(){n.focus()}),t.preventDefault()):(this._delay(function(){s.focus()}),t.preventDefault())}},mousedown:function(e){this._moveToTop(e)&&this._focusTabbable()}}),this.element.find("[aria-describedby]").length||this.uiDialog.attr({"aria-describedby":this.element.uniqueId().attr("id")})},_createTitlebar:function(){var t;this.uiDialogTitlebar=e("<div>").addClass("ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix").prependTo(this.uiDialog),this._on(this.uiDialogTitlebar,{mousedown:function(t){e(t.target).closest(".ui-dialog-titlebar-close")||this.uiDialog.focus()}}),this.uiDialogTitlebarClose=e("<button type='button'></button>").button({label:this.options.closeText,icons:{primary:"ui-icon-closethick"},text:!1}).addClass("ui-dialog-titlebar-close").appendTo(this.uiDialogTitlebar),this._on(this.uiDialogTitlebarClose,{click:function(e){e.preventDefault(),this.close(e)}}),t=e("<span>").uniqueId().addClass("ui-dialog-title").prependTo(this.uiDialogTitlebar),this._title(t),this.uiDialog.attr({"aria-labelledby":t.attr("id")})},_title:function(e){this.options.title||e.html("&#160;"),e.text(this.options.title)
},_createButtonPane:function(){this.uiDialogButtonPane=e("<div>").addClass("ui-dialog-buttonpane ui-widget-content ui-helper-clearfix"),this.uiButtonSet=e("<div>").addClass("ui-dialog-buttonset").appendTo(this.uiDialogButtonPane),this._createButtons()},_createButtons:function(){var t=this,i=this.options.buttons;return this.uiDialogButtonPane.remove(),this.uiButtonSet.empty(),e.isEmptyObject(i)||e.isArray(i)&&!i.length?(this.uiDialog.removeClass("ui-dialog-buttons"),void 0):(e.each(i,function(i,s){var n,a;s=e.isFunction(s)?{click:s,text:i}:s,s=e.extend({type:"button"},s),n=s.click,s.click=function(){n.apply(t.element[0],arguments)},a={icons:s.icons,text:s.showText},delete s.icons,delete s.showText,e("<button></button>",s).button(a).appendTo(t.uiButtonSet)}),this.uiDialog.addClass("ui-dialog-buttons"),this.uiDialogButtonPane.appendTo(this.uiDialog),void 0)},_makeDraggable:function(){function t(e){return{position:e.position,offset:e.offset}}var i=this,s=this.options;this.uiDialog.draggable({cancel:".ui-dialog-content, .ui-dialog-titlebar-close",handle:".ui-dialog-titlebar",containment:"document",start:function(s,n){e(this).addClass("ui-dialog-dragging"),i._blockFrames(),i._trigger("dragStart",s,t(n))},drag:function(e,s){i._trigger("drag",e,t(s))},stop:function(n,a){var o=a.offset.left-i.document.scrollLeft(),r=a.offset.top-i.document.scrollTop();s.position={my:"left top",at:"left"+(o>=0?"+":"")+o+" "+"top"+(r>=0?"+":"")+r,of:i.window},e(this).removeClass("ui-dialog-dragging"),i._unblockFrames(),i._trigger("dragStop",n,t(a))}})},_makeResizable:function(){function t(e){return{originalPosition:e.originalPosition,originalSize:e.originalSize,position:e.position,size:e.size}}var i=this,s=this.options,n=s.resizable,a=this.uiDialog.css("position"),o="string"==typeof n?n:"n,e,s,w,se,sw,ne,nw";this.uiDialog.resizable({cancel:".ui-dialog-content",containment:"document",alsoResize:this.element,maxWidth:s.maxWidth,maxHeight:s.maxHeight,minWidth:s.minWidth,minHeight:this._minHeight(),handles:o,start:function(s,n){e(this).addClass("ui-dialog-resizing"),i._blockFrames(),i._trigger("resizeStart",s,t(n))},resize:function(e,s){i._trigger("resize",e,t(s))},stop:function(n,a){var o=i.uiDialog.offset(),r=o.left-i.document.scrollLeft(),h=o.top-i.document.scrollTop();s.height=i.uiDialog.height(),s.width=i.uiDialog.width(),s.position={my:"left top",at:"left"+(r>=0?"+":"")+r+" "+"top"+(h>=0?"+":"")+h,of:i.window},e(this).removeClass("ui-dialog-resizing"),i._unblockFrames(),i._trigger("resizeStop",n,t(a))}}).css("position",a)},_trackFocus:function(){this._on(this.widget(),{focusin:function(t){this._makeFocusTarget(),this._focusedElement=e(t.target)}})},_makeFocusTarget:function(){this._untrackInstance(),this._trackingInstances().unshift(this)},_untrackInstance:function(){var t=this._trackingInstances(),i=e.inArray(this,t);-1!==i&&t.splice(i,1)},_trackingInstances:function(){var e=this.document.data("ui-dialog-instances");return e||(e=[],this.document.data("ui-dialog-instances",e)),e},_minHeight:function(){var e=this.options;return"auto"===e.height?e.minHeight:Math.min(e.minHeight,e.height)},_position:function(){var e=this.uiDialog.is(":visible");e||this.uiDialog.show(),this.uiDialog.position(this.options.position),e||this.uiDialog.hide()},_setOptions:function(t){var i=this,s=!1,n={};e.each(t,function(e,t){i._setOption(e,t),e in i.sizeRelatedOptions&&(s=!0),e in i.resizableRelatedOptions&&(n[e]=t)}),s&&(this._size(),this._position()),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option",n)},_setOption:function(e,t){var i,s,n=this.uiDialog;"dialogClass"===e&&n.removeClass(this.options.dialogClass).addClass(t),"disabled"!==e&&(this._super(e,t),"appendTo"===e&&this.uiDialog.appendTo(this._appendTo()),"buttons"===e&&this._createButtons(),"closeText"===e&&this.uiDialogTitlebarClose.button({label:""+t}),"draggable"===e&&(i=n.is(":data(ui-draggable)"),i&&!t&&n.draggable("destroy"),!i&&t&&this._makeDraggable()),"position"===e&&this._position(),"resizable"===e&&(s=n.is(":data(ui-resizable)"),s&&!t&&n.resizable("destroy"),s&&"string"==typeof t&&n.resizable("option","handles",t),s||t===!1||this._makeResizable()),"title"===e&&this._title(this.uiDialogTitlebar.find(".ui-dialog-title")))},_size:function(){var e,t,i,s=this.options;this.element.show().css({width:"auto",minHeight:0,maxHeight:"none",height:0}),s.minWidth>s.width&&(s.width=s.minWidth),e=this.uiDialog.css({height:"auto",width:s.width}).outerHeight(),t=Math.max(0,s.minHeight-e),i="number"==typeof s.maxHeight?Math.max(0,s.maxHeight-e):"none","auto"===s.height?this.element.css({minHeight:t,maxHeight:i,height:"auto"}):this.element.height(Math.max(0,s.height-e)),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option","minHeight",this._minHeight())},_blockFrames:function(){this.iframeBlocks=this.document.find("iframe").map(function(){var t=e(this);return e("<div>").css({position:"absolute",width:t.outerWidth(),height:t.outerHeight()}).appendTo(t.parent()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_allowInteraction:function(t){return e(t.target).closest(".ui-dialog").length?!0:!!e(t.target).closest(".ui-datepicker").length},_createOverlay:function(){if(this.options.modal){var t=!0;this._delay(function(){t=!1}),this.document.data("ui-dialog-overlays")||this._on(this.document,{focusin:function(e){t||this._allowInteraction(e)||(e.preventDefault(),this._trackingInstances()[0]._focusTabbable())}}),this.overlay=e("<div>").addClass("ui-widget-overlay ui-front").appendTo(this._appendTo()),this._on(this.overlay,{mousedown:"_keepFocus"}),this.document.data("ui-dialog-overlays",(this.document.data("ui-dialog-overlays")||0)+1)}},_destroyOverlay:function(){if(this.options.modal&&this.overlay){var e=this.document.data("ui-dialog-overlays")-1;e?this.document.data("ui-dialog-overlays",e):this.document.unbind("focusin").removeData("ui-dialog-overlays"),this.overlay.remove(),this.overlay=null}}}),e.widget("ui.progressbar",{version:"1.11.4",options:{max:100,value:0,change:null,complete:null},min:0,_create:function(){this.oldValue=this.options.value=this._constrainedValue(),this.element.addClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").attr({role:"progressbar","aria-valuemin":this.min}),this.valueDiv=e("<div class='ui-progressbar-value ui-widget-header ui-corner-left'></div>").appendTo(this.element),this._refreshValue()},_destroy:function(){this.element.removeClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").removeAttr("role").removeAttr("aria-valuemin").removeAttr("aria-valuemax").removeAttr("aria-valuenow"),this.valueDiv.remove()},value:function(e){return void 0===e?this.options.value:(this.options.value=this._constrainedValue(e),this._refreshValue(),void 0)},_constrainedValue:function(e){return void 0===e&&(e=this.options.value),this.indeterminate=e===!1,"number"!=typeof e&&(e=0),this.indeterminate?!1:Math.min(this.options.max,Math.max(this.min,e))},_setOptions:function(e){var t=e.value;delete e.value,this._super(e),this.options.value=this._constrainedValue(t),this._refreshValue()},_setOption:function(e,t){"max"===e&&(t=Math.max(this.min,t)),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},_percentage:function(){return this.indeterminate?100:100*(this.options.value-this.min)/(this.options.max-this.min)},_refreshValue:function(){var t=this.options.value,i=this._percentage();this.valueDiv.toggle(this.indeterminate||t>this.min).toggleClass("ui-corner-right",t===this.options.max).width(i.toFixed(0)+"%"),this.element.toggleClass("ui-progressbar-indeterminate",this.indeterminate),this.indeterminate?(this.element.removeAttr("aria-valuenow"),this.overlayDiv||(this.overlayDiv=e("<div class='ui-progressbar-overlay'></div>").appendTo(this.valueDiv))):(this.element.attr({"aria-valuemax":this.options.max,"aria-valuenow":t}),this.overlayDiv&&(this.overlayDiv.remove(),this.overlayDiv=null)),this.oldValue!==t&&(this.oldValue=t,this._trigger("change")),t===this.options.max&&this._trigger("complete")}}),e.widget("ui.selectmenu",{version:"1.11.4",defaultElement:"<select>",options:{appendTo:null,disabled:null,icons:{button:"ui-icon-triangle-1-s"},position:{my:"left top",at:"left bottom",collision:"none"},width:null,change:null,close:null,focus:null,open:null,select:null},_create:function(){var e=this.element.uniqueId().attr("id");this.ids={element:e,button:e+"-button",menu:e+"-menu"},this._drawButton(),this._drawMenu(),this.options.disabled&&this.disable()},_drawButton:function(){var t=this;this.label=e("label[for='"+this.ids.element+"']").attr("for",this.ids.button),this._on(this.label,{click:function(e){this.button.focus(),e.preventDefault()}}),this.element.hide(),this.button=e("<span>",{"class":"ui-selectmenu-button ui-widget ui-state-default ui-corner-all",tabindex:this.options.disabled?-1:0,id:this.ids.button,role:"combobox","aria-expanded":"false","aria-autocomplete":"list","aria-owns":this.ids.menu,"aria-haspopup":"true"}).insertAfter(this.element),e("<span>",{"class":"ui-icon "+this.options.icons.button}).prependTo(this.button),this.buttonText=e("<span>",{"class":"ui-selectmenu-text"}).appendTo(this.button),this._setText(this.buttonText,this.element.find("option:selected").text()),this._resizeButton(),this._on(this.button,this._buttonEvents),this.button.one("focusin",function(){t.menuItems||t._refreshMenu()}),this._hoverable(this.button),this._focusable(this.button)},_drawMenu:function(){var t=this;this.menu=e("<ul>",{"aria-hidden":"true","aria-labelledby":this.ids.button,id:this.ids.menu}),this.menuWrap=e("<div>",{"class":"ui-selectmenu-menu ui-front"}).append(this.menu).appendTo(this._appendTo()),this.menuInstance=this.menu.menu({role:"listbox",select:function(e,i){e.preventDefault(),t._setSelection(),t._select(i.item.data("ui-selectmenu-item"),e)},focus:function(e,i){var s=i.item.data("ui-selectmenu-item");null!=t.focusIndex&&s.index!==t.focusIndex&&(t._trigger("focus",e,{item:s}),t.isOpen||t._select(s,e)),t.focusIndex=s.index,t.button.attr("aria-activedescendant",t.menuItems.eq(s.index).attr("id"))}}).menu("instance"),this.menu.addClass("ui-corner-bottom").removeClass("ui-corner-all"),this.menuInstance._off(this.menu,"mouseleave"),this.menuInstance._closeOnDocumentClick=function(){return!1},this.menuInstance._isDivider=function(){return!1}},refresh:function(){this._refreshMenu(),this._setText(this.buttonText,this._getSelectedItem().text()),this.options.width||this._resizeButton()},_refreshMenu:function(){this.menu.empty();var e,t=this.element.find("option");t.length&&(this._parseOptions(t),this._renderMenu(this.menu,this.items),this.menuInstance.refresh(),this.menuItems=this.menu.find("li").not(".ui-selectmenu-optgroup"),e=this._getSelectedItem(),this.menuInstance.focus(null,e),this._setAria(e.data("ui-selectmenu-item")),this._setOption("disabled",this.element.prop("disabled")))},open:function(e){this.options.disabled||(this.menuItems?(this.menu.find(".ui-state-focus").removeClass("ui-state-focus"),this.menuInstance.focus(null,this._getSelectedItem())):this._refreshMenu(),this.isOpen=!0,this._toggleAttr(),this._resizeMenu(),this._position(),this._on(this.document,this._documentClick),this._trigger("open",e))},_position:function(){this.menuWrap.position(e.extend({of:this.button},this.options.position))},close:function(e){this.isOpen&&(this.isOpen=!1,this._toggleAttr(),this.range=null,this._off(this.document),this._trigger("close",e))},widget:function(){return this.button},menuWidget:function(){return this.menu},_renderMenu:function(t,i){var s=this,n="";e.each(i,function(i,a){a.optgroup!==n&&(e("<li>",{"class":"ui-selectmenu-optgroup ui-menu-divider"+(a.element.parent("optgroup").prop("disabled")?" ui-state-disabled":""),text:a.optgroup}).appendTo(t),n=a.optgroup),s._renderItemData(t,a)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-selectmenu-item",t)},_renderItem:function(t,i){var s=e("<li>");return i.disabled&&s.addClass("ui-state-disabled"),this._setText(s,i.label),s.appendTo(t)},_setText:function(e,t){t?e.text(t):e.html("&#160;")},_move:function(e,t){var i,s,n=".ui-menu-item";this.isOpen?i=this.menuItems.eq(this.focusIndex):(i=this.menuItems.eq(this.element[0].selectedIndex),n+=":not(.ui-state-disabled)"),s="first"===e||"last"===e?i["first"===e?"prevAll":"nextAll"](n).eq(-1):i[e+"All"](n).eq(0),s.length&&this.menuInstance.focus(t,s)},_getSelectedItem:function(){return this.menuItems.eq(this.element[0].selectedIndex)},_toggle:function(e){this[this.isOpen?"close":"open"](e)},_setSelection:function(){var e;this.range&&(window.getSelection?(e=window.getSelection(),e.removeAllRanges(),e.addRange(this.range)):this.range.select(),this.button.focus())},_documentClick:{mousedown:function(t){this.isOpen&&(e(t.target).closest(".ui-selectmenu-menu, #"+this.ids.button).length||this.close(t))}},_buttonEvents:{mousedown:function(){var e;window.getSelection?(e=window.getSelection(),e.rangeCount&&(this.range=e.getRangeAt(0))):this.range=document.selection.createRange()},click:function(e){this._setSelection(),this._toggle(e)},keydown:function(t){var i=!0;switch(t.keyCode){case e.ui.keyCode.TAB:case e.ui.keyCode.ESCAPE:this.close(t),i=!1;break;case e.ui.keyCode.ENTER:this.isOpen&&this._selectFocusedItem(t);break;case e.ui.keyCode.UP:t.altKey?this._toggle(t):this._move("prev",t);break;case e.ui.keyCode.DOWN:t.altKey?this._toggle(t):this._move("next",t);break;case e.ui.keyCode.SPACE:this.isOpen?this._selectFocusedItem(t):this._toggle(t);break;case e.ui.keyCode.LEFT:this._move("prev",t);break;case e.ui.keyCode.RIGHT:this._move("next",t);break;case e.ui.keyCode.HOME:case e.ui.keyCode.PAGE_UP:this._move("first",t);break;case e.ui.keyCode.END:case e.ui.keyCode.PAGE_DOWN:this._move("last",t);break;default:this.menu.trigger(t),i=!1}i&&t.preventDefault()}},_selectFocusedItem:function(e){var t=this.menuItems.eq(this.focusIndex);t.hasClass("ui-state-disabled")||this._select(t.data("ui-selectmenu-item"),e)},_select:function(e,t){var i=this.element[0].selectedIndex;this.element[0].selectedIndex=e.index,this._setText(this.buttonText,e.label),this._setAria(e),this._trigger("select",t,{item:e}),e.index!==i&&this._trigger("change",t,{item:e}),this.close(t)},_setAria:function(e){var t=this.menuItems.eq(e.index).attr("id");this.button.attr({"aria-labelledby":t,"aria-activedescendant":t}),this.menu.attr("aria-activedescendant",t)},_setOption:function(e,t){"icons"===e&&this.button.find("span.ui-icon").removeClass(this.options.icons.button).addClass(t.button),this._super(e,t),"appendTo"===e&&this.menuWrap.appendTo(this._appendTo()),"disabled"===e&&(this.menuInstance.option("disabled",t),this.button.toggleClass("ui-state-disabled",t).attr("aria-disabled",t),this.element.prop("disabled",t),t?(this.button.attr("tabindex",-1),this.close()):this.button.attr("tabindex",0)),"width"===e&&this._resizeButton()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_toggleAttr:function(){this.button.toggleClass("ui-corner-top",this.isOpen).toggleClass("ui-corner-all",!this.isOpen).attr("aria-expanded",this.isOpen),this.menuWrap.toggleClass("ui-selectmenu-open",this.isOpen),this.menu.attr("aria-hidden",!this.isOpen)},_resizeButton:function(){var e=this.options.width;e||(e=this.element.show().outerWidth(),this.element.hide()),this.button.outerWidth(e)},_resizeMenu:function(){this.menu.outerWidth(Math.max(this.button.outerWidth(),this.menu.width("").outerWidth()+1))},_getCreateOptions:function(){return{disabled:this.element.prop("disabled")}},_parseOptions:function(t){var i=[];t.each(function(t,s){var n=e(s),a=n.parent("optgroup");i.push({element:n,index:t,value:n.val(),label:n.text(),optgroup:a.attr("label")||"",disabled:a.prop("disabled")||n.prop("disabled")})}),this.items=i},_destroy:function(){this.menuWrap.remove(),this.button.remove(),this.element.show(),this.element.removeUniqueId(),this.label.attr("for",this.ids.element)}}),e.widget("ui.slider",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"slide",options:{animate:!1,distance:0,max:100,min:0,orientation:"horizontal",range:!1,step:1,value:0,values:null,change:null,slide:null,start:null,stop:null},numPages:5,_create:function(){this._keySliding=!1,this._mouseSliding=!1,this._animateOff=!0,this._handleIndex=null,this._detectOrientation(),this._mouseInit(),this._calculateNewMax(),this.element.addClass("ui-slider ui-slider-"+this.orientation+" ui-widget"+" ui-widget-content"+" ui-corner-all"),this._refresh(),this._setOption("disabled",this.options.disabled),this._animateOff=!1},_refresh:function(){this._createRange(),this._createHandles(),this._setupEvents(),this._refreshValue()},_createHandles:function(){var t,i,s=this.options,n=this.element.find(".ui-slider-handle").addClass("ui-state-default ui-corner-all"),a="<span class='ui-slider-handle ui-state-default ui-corner-all' tabindex='0'></span>",o=[];for(i=s.values&&s.values.length||1,n.length>i&&(n.slice(i).remove(),n=n.slice(0,i)),t=n.length;i>t;t++)o.push(a);this.handles=n.add(e(o.join("")).appendTo(this.element)),this.handle=this.handles.eq(0),this.handles.each(function(t){e(this).data("ui-slider-handle-index",t)})},_createRange:function(){var t=this.options,i="";t.range?(t.range===!0&&(t.values?t.values.length&&2!==t.values.length?t.values=[t.values[0],t.values[0]]:e.isArray(t.values)&&(t.values=t.values.slice(0)):t.values=[this._valueMin(),this._valueMin()]),this.range&&this.range.length?this.range.removeClass("ui-slider-range-min ui-slider-range-max").css({left:"",bottom:""}):(this.range=e("<div></div>").appendTo(this.element),i="ui-slider-range ui-widget-header ui-corner-all"),this.range.addClass(i+("min"===t.range||"max"===t.range?" ui-slider-range-"+t.range:""))):(this.range&&this.range.remove(),this.range=null)},_setupEvents:function(){this._off(this.handles),this._on(this.handles,this._handleEvents),this._hoverable(this.handles),this._focusable(this.handles)},_destroy:function(){this.handles.remove(),this.range&&this.range.remove(),this.element.removeClass("ui-slider ui-slider-horizontal ui-slider-vertical ui-widget ui-widget-content ui-corner-all"),this._mouseDestroy()},_mouseCapture:function(t){var i,s,n,a,o,r,h,l,u=this,d=this.options;return d.disabled?!1:(this.elementSize={width:this.element.outerWidth(),height:this.element.outerHeight()},this.elementOffset=this.element.offset(),i={x:t.pageX,y:t.pageY},s=this._normValueFromMouse(i),n=this._valueMax()-this._valueMin()+1,this.handles.each(function(t){var i=Math.abs(s-u.values(t));(n>i||n===i&&(t===u._lastChangedValue||u.values(t)===d.min))&&(n=i,a=e(this),o=t)}),r=this._start(t,o),r===!1?!1:(this._mouseSliding=!0,this._handleIndex=o,a.addClass("ui-state-active").focus(),h=a.offset(),l=!e(t.target).parents().addBack().is(".ui-slider-handle"),this._clickOffset=l?{left:0,top:0}:{left:t.pageX-h.left-a.width()/2,top:t.pageY-h.top-a.height()/2-(parseInt(a.css("borderTopWidth"),10)||0)-(parseInt(a.css("borderBottomWidth"),10)||0)+(parseInt(a.css("marginTop"),10)||0)},this.handles.hasClass("ui-state-hover")||this._slide(t,o,s),this._animateOff=!0,!0))},_mouseStart:function(){return!0},_mouseDrag:function(e){var t={x:e.pageX,y:e.pageY},i=this._normValueFromMouse(t);return this._slide(e,this._handleIndex,i),!1},_mouseStop:function(e){return this.handles.removeClass("ui-state-active"),this._mouseSliding=!1,this._stop(e,this._handleIndex),this._change(e,this._handleIndex),this._handleIndex=null,this._clickOffset=null,this._animateOff=!1,!1},_detectOrientation:function(){this.orientation="vertical"===this.options.orientation?"vertical":"horizontal"},_normValueFromMouse:function(e){var t,i,s,n,a;return"horizontal"===this.orientation?(t=this.elementSize.width,i=e.x-this.elementOffset.left-(this._clickOffset?this._clickOffset.left:0)):(t=this.elementSize.height,i=e.y-this.elementOffset.top-(this._clickOffset?this._clickOffset.top:0)),s=i/t,s>1&&(s=1),0>s&&(s=0),"vertical"===this.orientation&&(s=1-s),n=this._valueMax()-this._valueMin(),a=this._valueMin()+s*n,this._trimAlignValue(a)},_start:function(e,t){var i={handle:this.handles[t],value:this.value()};return this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("start",e,i)},_slide:function(e,t,i){var s,n,a;this.options.values&&this.options.values.length?(s=this.values(t?0:1),2===this.options.values.length&&this.options.range===!0&&(0===t&&i>s||1===t&&s>i)&&(i=s),i!==this.values(t)&&(n=this.values(),n[t]=i,a=this._trigger("slide",e,{handle:this.handles[t],value:i,values:n}),s=this.values(t?0:1),a!==!1&&this.values(t,i))):i!==this.value()&&(a=this._trigger("slide",e,{handle:this.handles[t],value:i}),a!==!1&&this.value(i))},_stop:function(e,t){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("stop",e,i)},_change:function(e,t){if(!this._keySliding&&!this._mouseSliding){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._lastChangedValue=t,this._trigger("change",e,i)}},value:function(e){return arguments.length?(this.options.value=this._trimAlignValue(e),this._refreshValue(),this._change(null,0),void 0):this._value()},values:function(t,i){var s,n,a;if(arguments.length>1)return this.options.values[t]=this._trimAlignValue(i),this._refreshValue(),this._change(null,t),void 0;if(!arguments.length)return this._values();if(!e.isArray(arguments[0]))return this.options.values&&this.options.values.length?this._values(t):this.value();for(s=this.options.values,n=arguments[0],a=0;s.length>a;a+=1)s[a]=this._trimAlignValue(n[a]),this._change(null,a);this._refreshValue()},_setOption:function(t,i){var s,n=0;switch("range"===t&&this.options.range===!0&&("min"===i?(this.options.value=this._values(0),this.options.values=null):"max"===i&&(this.options.value=this._values(this.options.values.length-1),this.options.values=null)),e.isArray(this.options.values)&&(n=this.options.values.length),"disabled"===t&&this.element.toggleClass("ui-state-disabled",!!i),this._super(t,i),t){case"orientation":this._detectOrientation(),this.element.removeClass("ui-slider-horizontal 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class='ui-effects-transfer'></div>").appendTo(document.body).addClass(t.className).css({top:d.top-r,left:d.left-h,height:s.innerHeight(),width:s.innerWidth(),position:a?"fixed":"absolute"}).animate(u,t.duration,t.easing,function(){c.remove(),i()})}});</script>
<style type="text/css">

.tocify {
width: 20%;
max-height: 90%;
overflow: auto;
margin-left: 2%;
position: fixed;
border: 1px solid #ccc;
border-radius: 6px;
}

.tocify ul, .tocify li {
list-style: none;
margin: 0;
padding: 0;
border: none;
line-height: 30px;
}

.tocify-header {
text-indent: 10px;
}

.tocify-subheader {
text-indent: 20px;
display: none;
}

.tocify-subheader li {
font-size: 12px;
}

.tocify-subheader .tocify-subheader {
text-indent: 30px;
}
.tocify-subheader .tocify-subheader .tocify-subheader {
text-indent: 40px;
}
.tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader {
text-indent: 50px;
}
.tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader {
text-indent: 60px;
}

.tocify .tocify-item > a, .tocify .nav-list .nav-header {
margin: 0px;
}

.tocify .tocify-item a, .tocify .list-group-item {
padding: 5px;
}
.tocify .nav-pills > li {
float: none;
}


</style>
<script>/* jquery Tocify - v1.9.1 - 2013-10-22
 * http://www.gregfranko.com/jquery.tocify.js/
 * Copyright (c) 2013 Greg Franko; Licensed MIT */

// Immediately-Invoked Function Expression (IIFE) [Ben Alman Blog Post](http://benalman.com/news/2010/11/immediately-invoked-function-expression/) that calls another IIFE that contains all of the plugin logic.  I used this pattern so that anyone viewing this code would not have to scroll to the bottom of the page to view the local parameters that were passed to the main IIFE.
(function(tocify) {

    // ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
    "use strict";

    // Calls the second IIFE and locally passes in the global jQuery, window, and document objects
    tocify(window.jQuery, window, document);

  }

  // Locally passes in `jQuery`, the `window` object, the `document` object, and an `undefined` variable.  The `jQuery`, `window` and `document` objects are passed in locally, to improve performance, since javascript first searches for a variable match within the local variables set before searching the global variables set.  All of the global variables are also passed in locally to be minifier friendly. `undefined` can be passed in locally, because it is not a reserved word in JavaScript.
  (function($, window, document, undefined) {

    // ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
    "use strict";

    var tocClassName = "tocify",
      tocClass = "." + tocClassName,
      tocFocusClassName = "tocify-focus",
      tocHoverClassName = "tocify-hover",
      hideTocClassName = "tocify-hide",
      hideTocClass = "." + hideTocClassName,
      headerClassName = "tocify-header",
      headerClass = "." + headerClassName,
      subheaderClassName = "tocify-subheader",
      subheaderClass = "." + subheaderClassName,
      itemClassName = "tocify-item",
      itemClass = "." + itemClassName,
      extendPageClassName = "tocify-extend-page",
      extendPageClass = "." + extendPageClassName;

    // Calling the jQueryUI Widget Factory Method
    $.widget("toc.tocify", {

      //Plugin version
      version: "1.9.1",

      // These options will be used as defaults
      options: {

        // **context**: Accepts String: Any jQuery selector
        // The container element that holds all of the elements used to generate the table of contents
        context: "body",

        // **ignoreSelector**: Accepts String: Any jQuery selector
        // A selector to any element that would be matched by selectors that you wish to be ignored
        ignoreSelector: null,

        // **selectors**: Accepts an Array of Strings: Any jQuery selectors
        // The element's used to generate the table of contents.  The order is very important since it will determine the table of content's nesting structure
        selectors: "h1, h2, h3",

        // **showAndHide**: Accepts a boolean: true or false
        // Used to determine if elements should be shown and hidden
        showAndHide: true,

        // **showEffect**: Accepts String: "none", "fadeIn", "show", or "slideDown"
        // Used to display any of the table of contents nested items
        showEffect: "slideDown",

        // **showEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
        // The time duration of the show animation
        showEffectSpeed: "medium",

        // **hideEffect**: Accepts String: "none", "fadeOut", "hide", or "slideUp"
        // Used to hide any of the table of contents nested items
        hideEffect: "slideUp",

        // **hideEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
        // The time duration of the hide animation
        hideEffectSpeed: "medium",

        // **smoothScroll**: Accepts a boolean: true or false
        // Determines if a jQuery animation should be used to scroll to specific table of contents items on the page
        smoothScroll: true,

        // **smoothScrollSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
        // The time duration of the smoothScroll animation
        smoothScrollSpeed: "medium",

        // **scrollTo**: Accepts Number (pixels)
        // The amount of space between the top of page and the selected table of contents item after the page has been scrolled
        scrollTo: 0,

        // **showAndHideOnScroll**: Accepts a boolean: true or false
        // Determines if table of contents nested items should be shown and hidden while scrolling
        showAndHideOnScroll: true,

        // **highlightOnScroll**: Accepts a boolean: true or false
        // Determines if table of contents nested items should be highlighted (set to a different color) while scrolling
        highlightOnScroll: true,

        // **highlightOffset**: Accepts a number
        // The offset distance in pixels to trigger the next active table of contents item
        highlightOffset: 40,

        // **theme**: Accepts a string: "bootstrap", "jqueryui", or "none"
        // Determines if Twitter Bootstrap, jQueryUI, or Tocify classes should be added to the table of contents
        theme: "bootstrap",

        // **extendPage**: Accepts a boolean: true or false
        // If a user scrolls to the bottom of the page and the page is not tall enough to scroll to the last table of contents item, then the page height is increased
        extendPage: true,

        // **extendPageOffset**: Accepts a number: pixels
        // How close to the bottom of the page a user must scroll before the page is extended
        extendPageOffset: 100,

        // **history**: Accepts a boolean: true or false
        // Adds a hash to the page url to maintain history
        history: true,

        // **scrollHistory**: Accepts a boolean: true or false
        // Adds a hash to the page url, to maintain history, when scrolling to a TOC item
        scrollHistory: false,

        // **hashGenerator**: How the hash value (the anchor segment of the URL, following the
        // # character) will be generated.
        //
        // "compact" (default) - #CompressesEverythingTogether
        // "pretty" - #looks-like-a-nice-url-and-is-easily-readable
        // function(text, element){} - Your own hash generation function that accepts the text as an
        // argument, and returns the hash value.
        hashGenerator: "compact",

        // **highlightDefault**: Accepts a boolean: true or false
        // Set's the first TOC item as active if no other TOC item is active.
        highlightDefault: true

      },

      // _Create
      // -------
      //      Constructs the plugin.  Only called once.
      _create: function() {

        var self = this;

        self.extendPageScroll = true;

        // Internal array that keeps track of all TOC items (Helps to recognize if there are duplicate TOC item strings)
        self.items = [];

        // Generates the HTML for the dynamic table of contents
        self._generateToc();

        // Adds CSS classes to the newly generated table of contents HTML
        self._addCSSClasses();

        self.webkit = (function() {

          for (var prop in window) {

            if (prop) {

              if (prop.toLowerCase().indexOf("webkit") !== -1) {

                return true;

              }

            }

          }

          return false;

        }());

        // Adds jQuery event handlers to the newly generated table of contents
        self._setEventHandlers();

        // Binding to the Window load event to make sure the correct scrollTop is calculated
        $(window).on("load", function() {

          // Sets the active TOC item
          self._setActiveElement(true);

          // Once all animations on the page are complete, this callback function will be called
          $("html, body").promise().done(function() {

            setTimeout(function() {

              self.extendPageScroll = false;

            }, 0);

          });

        });

      },

      // _generateToc
      // ------------
      //      Generates the HTML for the dynamic table of contents
      _generateToc: function() {

        // _Local variables_

        // Stores the plugin context in the self variable
        var self = this,

          // All of the HTML tags found within the context provided (i.e. body) that match the top level jQuery selector above
          firstElem,

          // Instantiated variable that will store the top level newly created unordered list DOM element
          ul,
          ignoreSelector = self.options.ignoreSelector;


        // Determine the element to start the toc with
        // get all the top level selectors
        firstElem = [];
        var selectors = this.options.selectors.replace(/ /g, "").split(",");
        // find the first set that have at least one non-ignored element
        for(var i = 0; i < selectors.length; i++) {
          var foundSelectors = $(this.options.context).find(selectors[i]);
          for (var s = 0; s < foundSelectors.length; s++) {
            if (!$(foundSelectors[s]).is(ignoreSelector)) {
              firstElem = foundSelectors;
              break;
            }
          }
          if (firstElem.length> 0)
            break;
        }

        if (!firstElem.length) {

          self.element.addClass(hideTocClassName);

          return;

        }

        self.element.addClass(tocClassName);

        // Loops through each top level selector
        firstElem.each(function(index) {

          //If the element matches the ignoreSelector then we skip it
          if ($(this).is(ignoreSelector)) {
            return;
          }

          // Creates an unordered list HTML element and adds a dynamic ID and standard class name
          ul = $("<ul/>", {
            "id": headerClassName + index,
            "class": headerClassName
          }).

          // Appends a top level list item HTML element to the previously created HTML header
          append(self._nestElements($(this), index));

          // Add the created unordered list element to the HTML element calling the plugin
          self.element.append(ul);

          // Finds all of the HTML tags between the header and subheader elements
          $(this).nextUntil(this.nodeName.toLowerCase()).each(function() {

            // If there are no nested subheader elemements
            if ($(this).find(self.options.selectors).length === 0) {

              // Loops through all of the subheader elements
              $(this).filter(self.options.selectors).each(function() {

                //If the element matches the ignoreSelector then we skip it
                if ($(this).is(ignoreSelector)) {
                  return;
                }

                self._appendSubheaders.call(this, self, ul);

              });

            }

            // If there are nested subheader elements
            else {

              // Loops through all of the subheader elements
              $(this).find(self.options.selectors).each(function() {

                //If the element matches the ignoreSelector then we skip it
                if ($(this).is(ignoreSelector)) {
                  return;
                }

                self._appendSubheaders.call(this, self, ul);

              });

            }

          });

        });

      },

      _setActiveElement: function(pageload) {

        var self = this,

          hash = window.location.hash.substring(1),

          elem = self.element.find('li[data-unique="' + hash + '"]');

        if (hash.length) {

          // Removes highlighting from all of the list item's
          self.element.find("." + self.focusClass).removeClass(self.focusClass);

          // Highlights the current list item that was clicked
          elem.addClass(self.focusClass);

          // Triggers the click event on the currently focused TOC item
          elem.click();

        } else {

          // Removes highlighting from all of the list item's
          self.element.find("." + self.focusClass).removeClass(self.focusClass);

          if (!hash.length && pageload && self.options.highlightDefault) {

            // Highlights the first TOC item if no other items are highlighted
            self.element.find(itemClass).first().addClass(self.focusClass);

          }

        }

        return self;

      },

      // _nestElements
      // -------------
      //      Helps create the table of contents list by appending nested list items
      _nestElements: function(self, index) {

        var arr, item, hashValue;

        arr = $.grep(this.items, function(item) {

          return item === self.text();

        });

        // If there is already a duplicate TOC item
        if (arr.length) {

          // Adds the current TOC item text and index (for slight randomization) to the internal array
          this.items.push(self.text() + index);

        }

        // If there not a duplicate TOC item
        else {

          // Adds the current TOC item text to the internal array
          this.items.push(self.text());

        }

        hashValue = this._generateHashValue(arr, self, index);

        // Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
        item = $("<li/>", {

          // Sets a common class name to the list item
          "class": itemClassName,

          "data-unique": hashValue

        });

        if (this.options.theme !== "bootstrap3") {

          item.append($("<a/>", {

            "html": self.html()

          }));

        } else {

          item.html(self.html());

        }

        // Adds an HTML anchor tag before the currently traversed HTML element
        self.before($("<div/>", {

          // Sets a name attribute on the anchor tag to the text of the currently traversed HTML element (also making sure that all whitespace is replaced with an underscore)
          "name": hashValue,

          "data-unique": hashValue

        }));

        return item;

      },

      // _generateHashValue
      // ------------------
      //      Generates the hash value that will be used to refer to each item.
      _generateHashValue: function(arr, self, index) {

        var hashValue = "",
          hashGeneratorOption = this.options.hashGenerator;

        if (hashGeneratorOption === "pretty") {

          // prettify the text
          hashValue = self.text().toLowerCase().replace(/\s/g, "-");

          // fix double hyphens
          while (hashValue.indexOf("--") > -1) {
            hashValue = hashValue.replace(/--/g, "-");
          }

          // fix colon-space instances
          while (hashValue.indexOf(":-") > -1) {
            hashValue = hashValue.replace(/:-/g, "-");
          }

        } else if (typeof hashGeneratorOption === "function") {

          // call the function
          hashValue = hashGeneratorOption(self.text(), self);

        } else {

          // compact - the default
          hashValue = self.text().replace(/\s/g, "");

        }

        // add the index if we need to
        if (arr.length) {
          hashValue += "" + index;
        }

        // return the value
        return hashValue;

      },

      // _appendElements
      // ---------------
      //      Helps create the table of contents list by appending subheader elements

      _appendSubheaders: function(self, ul) {

        // The current element index
        var index = $(this).index(self.options.selectors),

          // Finds the previous header DOM element
          previousHeader = $(self.options.selectors).eq(index - 1),

          currentTagName = +$(this).prop("tagName").charAt(1),

          previousTagName = +previousHeader.prop("tagName").charAt(1),

          lastSubheader;

        // If the current header DOM element is smaller than the previous header DOM element or the first subheader
        if (currentTagName < previousTagName) {

          // Selects the last unordered list HTML found within the HTML element calling the plugin
          self.element.find(subheaderClass + "[data-tag=" + currentTagName + "]").last().append(self._nestElements($(this), index));

        }

        // If the current header DOM element is the same type of header(eg. h4) as the previous header DOM element
        else if (currentTagName === previousTagName) {

          ul.find(itemClass).last().after(self._nestElements($(this), index));

        } else {

          // Selects the last unordered list HTML found within the HTML element calling the plugin
          ul.find(itemClass).last().

          // Appends an unorderedList HTML element to the dynamic `unorderedList` variable and sets a common class name
          after($("<ul/>", {

            "class": subheaderClassName,

            "data-tag": currentTagName

          })).next(subheaderClass).

          // Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
          append(self._nestElements($(this), index));
        }

      },

      // _setEventHandlers
      // ----------------
      //      Adds jQuery event handlers to the newly generated table of contents
      _setEventHandlers: function() {

        // _Local variables_

        // Stores the plugin context in the self variable
        var self = this,

          // Instantiates a new variable that will be used to hold a specific element's context
          $self,

          // Instantiates a new variable that will be used to determine the smoothScroll animation time duration
          duration;

        // Event delegation that looks for any clicks on list item elements inside of the HTML element calling the plugin
        this.element.on("click.tocify", "li", function(event) {

          if (self.options.history) {

            window.location.hash = $(this).attr("data-unique");

          }

          // Removes highlighting from all of the list item's
          self.element.find("." + self.focusClass).removeClass(self.focusClass);

          // Highlights the current list item that was clicked
          $(this).addClass(self.focusClass);

          // If the showAndHide option is true
          if (self.options.showAndHide) {

            var elem = $('li[data-unique="' + $(this).attr("data-unique") + '"]');

            self._triggerShow(elem);

          }

          self._scrollTo($(this));

        });

        // Mouseenter and Mouseleave event handlers for the list item's within the HTML element calling the plugin
        this.element.find("li").on({

          // Mouseenter event handler
          "mouseenter.tocify": function() {

            // Adds a hover CSS class to the current list item
            $(this).addClass(self.hoverClass);

            // Makes sure the cursor is set to the pointer icon
            $(this).css("cursor", "pointer");

          },

          // Mouseleave event handler
          "mouseleave.tocify": function() {

            if (self.options.theme !== "bootstrap") {

              // Removes the hover CSS class from the current list item
              $(this).removeClass(self.hoverClass);

            }

          }
        });

        // only attach handler if needed (expensive in IE)
        if (self.options.extendPage || self.options.highlightOnScroll || self.options.scrollHistory || self.options.showAndHideOnScroll) {
          // Window scroll event handler
          $(window).on("scroll.tocify", function() {

            // Once all animations on the page are complete, this callback function will be called
            $("html, body").promise().done(function() {

              // Local variables

              // Stores how far the user has scrolled
              var winScrollTop = $(window).scrollTop(),

                // Stores the height of the window
                winHeight = $(window).height(),

                // Stores the height of the document
                docHeight = $(document).height(),

                scrollHeight = $("body")[0].scrollHeight,

                // Instantiates a variable that will be used to hold a selected HTML element
                elem,

                lastElem,

                lastElemOffset,

                currentElem;

              if (self.options.extendPage) {

                // If the user has scrolled to the bottom of the page and the last toc item is not focused
                if ((self.webkit && winScrollTop >= scrollHeight - winHeight - self.options.extendPageOffset) || (!self.webkit && winHeight + winScrollTop > docHeight - self.options.extendPageOffset)) {

                  if (!$(extendPageClass).length) {

                    lastElem = $('div[data-unique="' + $(itemClass).last().attr("data-unique") + '"]');

                    if (!lastElem.length) return;

                    // Gets the top offset of the page header that is linked to the last toc item
                    lastElemOffset = lastElem.offset().top;

                    // Appends a div to the bottom of the page and sets the height to the difference of the window scrollTop and the last element's position top offset
                    $(self.options.context).append($("<div/>", {

                      "class": extendPageClassName,

                      "height": Math.abs(lastElemOffset - winScrollTop) + "px",

                      "data-unique": extendPageClassName

                    }));

                    if (self.extendPageScroll) {

                      currentElem = self.element.find('li.' + self.focusClass);

                      self._scrollTo($('div[data-unique="' + currentElem.attr("data-unique") + '"]'));

                    }

                  }

                }

              }

              // The zero timeout ensures the following code is run after the scroll events
              setTimeout(function() {

                // _Local variables_

                // Stores the distance to the closest anchor
                var closestAnchorDistance = null,

                  // Stores the index of the closest anchor
                  closestAnchorIdx = null,

                  // Keeps a reference to all anchors
                  anchors = $(self.options.context).find("div[data-unique]"),

                  anchorText;

                // Determines the index of the closest anchor
                anchors.each(function(idx) {
                  var distance = Math.abs(($(this).next().length ? $(this).next() : $(this)).offset().top - winScrollTop - self.options.highlightOffset);
                  if (closestAnchorDistance == null || distance < closestAnchorDistance) {
                    closestAnchorDistance = distance;
                    closestAnchorIdx = idx;
                  } else {
                    return false;
                  }
                });

                anchorText = $(anchors[closestAnchorIdx]).attr("data-unique");

                // Stores the list item HTML element that corresponds to the currently traversed anchor tag
                elem = $('li[data-unique="' + anchorText + '"]');

                // If the `highlightOnScroll` option is true and a next element is found
                if (self.options.highlightOnScroll && elem.length) {

                  // Removes highlighting from all of the list item's
                  self.element.find("." + self.focusClass).removeClass(self.focusClass);

                  // Highlights the corresponding list item
                  elem.addClass(self.focusClass);

                }

                if (self.options.scrollHistory) {

                  if (window.location.hash !== "#" + anchorText) {

                    window.location.replace("#" + anchorText);

                  }
                }

                // If the `showAndHideOnScroll` option is true
                if (self.options.showAndHideOnScroll && self.options.showAndHide) {

                  self._triggerShow(elem, true);

                }

              }, 0);

            });

          });
        }

      },

      // Show
      // ----
      //      Opens the current sub-header
      show: function(elem, scroll) {

        // Stores the plugin context in the `self` variable
        var self = this,
          element = elem;

        // If the sub-header is not already visible
        if (!elem.is(":visible")) {

          // If the current element does not have any nested subheaders, is not a header, and its parent is not visible
          if (!elem.find(subheaderClass).length && !elem.parent().is(headerClass) && !elem.parent().is(":visible")) {

            // Sets the current element to all of the subheaders within the current header
            elem = elem.parents(subheaderClass).add(elem);

          }

          // If the current element does not have any nested subheaders and is not a header
          else if (!elem.children(subheaderClass).length && !elem.parent().is(headerClass)) {

            // Sets the current element to the closest subheader
            elem = elem.closest(subheaderClass);

          }

          //Determines what jQuery effect to use
          switch (self.options.showEffect) {

            //Uses `no effect`
            case "none":

              elem.show();

              break;

              //Uses the jQuery `show` special effect
            case "show":

              elem.show(self.options.showEffectSpeed);

              break;

              //Uses the jQuery `slideDown` special effect
            case "slideDown":

              elem.slideDown(self.options.showEffectSpeed);

              break;

              //Uses the jQuery `fadeIn` special effect
            case "fadeIn":

              elem.fadeIn(self.options.showEffectSpeed);

              break;

              //If none of the above options were passed, then a `jQueryUI show effect` is expected
            default:

              elem.show();

              break;

          }

        }

        // If the current subheader parent element is a header
        if (elem.parent().is(headerClass)) {

          // Hides all non-active sub-headers
          self.hide($(subheaderClass).not(elem));

        }

        // If the current subheader parent element is not a header
        else {

          // Hides all non-active sub-headers
          self.hide($(subheaderClass).not(elem.closest(headerClass).find(subheaderClass).not(elem.siblings())));

        }

        // Maintains chainablity
        return self;

      },

      // Hide
      // ----
      //      Closes the current sub-header
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<div id="header">



<h1 class="title toc-ignore">Machine Learning Methods for Endocrine
Disrupting Potential Identification Based on Single-Cell Data</h1>
<h4 class="author">Zahir Aghayev, Adam T. Szafran, Anh Tran, Hari S.
Ganesh, Fabio Stossi, Lan Zhou, Michael A. Mancini, Efstratios N.
Pistikopoulos, Burcu Beykal</h4>
<h4 class="date">November 2022</h4>

</div>


<div id="load-required-libraries" class="section level1">
<h1>Load Required Libraries</h1>
<p>Required Packages: “ggplot2”, “ggdendro”, “caret”, “boot”,
“randomForest”, “statip”, “sm”, “pROC”, “stats”, “reshape”, “gsubfn”,
“daff”, “beepr”, “dendextend”,“vegan”, “beepr”, “e1071”, “pracma”,
“foreach”, “doParallel”, “doSNOW”, “dplyr”, “knitr” Their dependencies
may also be required.</p>
</div>
<div id="pre-processing-functions" class="section level1">
<h1>Pre-Processing Functions</h1>
<p>This part of the code reads in the name files and pre-processes the
experimental dataset. The first pre-processing function will remove
redundant columns, inactive compounds, technical replicates of controls
and media.</p>
<pre class="r"><code># Read Name File
feature_names  &lt;- read.csv(&quot;Feature_Names.csv&quot;, header = T)
data_names     &lt;- read.csv(&quot;Reference_ER_Activity.csv&quot;, header = T)

ERData_process &lt;- function(data_set, keepE2 = FALSE, keep4HT = FALSE) {
  # Drop columns with channel 00
  data_set     &lt;- data_set[, -grep(&quot;ch00&quot;, colnames(data_set))]
  
  # drop metriclist feature
  if(&quot;metricList&quot; %in% colnames(data_set)){
    data_set   &lt;- data_set[, -grep(&quot;metricList&quot;, colnames(data_set))] 
  }
  
  data_set     &lt;- data_set[, -grep(&quot;BOOLEAN&quot;, colnames(data_set))] 
  
  # if missing data, remove NA rows
  data_set     &lt;- na.omit(data_set)
  
  # Append ER Activity
  data_set$ER.Activity    &lt;- NA
  data_set$Preferred.Name &lt;- NA
  
  for (i in 1:(length(data_set$compound))) {
    for (j in 1:length(data_names$compound)) {
      if (data_set$compound[i]     == data_names$compound[j]) {
        data_set$ER.Activity[i]    &lt;- as.character(data_names$Activity_Class[j])
        data_set$Preferred.Name[i] &lt;- as.character(data_names$compound[j])
        
      }
    }
  }
  data_set$compound &lt;- NULL
  
  # Change Feature Names to Shorter Ones
  for (k in 1:(length(names(data_set))-2)) {
    for (j in 1:length(feature_names$Original.Feature.Names)) {
      if (names(data_set)[k] == feature_names$Original.Feature.Names[j]) {
        names(data_set)[k] &lt;- gsubfn(&quot;.&quot;, list(&quot; &quot; = &quot;.&quot;, &quot;-&quot; = &quot;.&quot;), as.character(feature_names$Even.Reduced.Names[j])) #gsub(&quot; &quot;,&quot;.&quot;,as.character(feature_names$Even.Reduced.Names[j]))
      }
    }
  }
  
  # Separate out Inactives
  inactives &lt;- data_set[which(data_set$ER.Activity == &quot;Inactive&quot;), ]
  data_set  &lt;- data_set[-which(data_set$ER.Activity == &quot;Inactive&quot;), ]
  
  # Remove E2 and 4HT depending on the user input
  if (keepE2 == FALSE &amp; keep4HT == FALSE) {
    # Drop unused feature columns
    data_set$datasetID &lt;- data_set$row &lt;- data_set$col &lt;- data_set$timepoint &lt;- data_set$sampleID &lt;- data_set$concentration &lt;- data_set$notes &lt;- NULL
    # Separate out Positive Control - E2
    e2 &lt;- data_set[grep(&quot;E2&quot;, data_set$Preferred.Name), ]
    data_set &lt;- data_set[-grep(&quot;E2&quot;, data_set$Preferred.Name), ]
    
    # Separate out 4HT
    ht4 &lt;- data_set[grep(&quot;4HT&quot;, data_set$Preferred.Name), ]
    data_set &lt;- data_set[-grep(&quot;4HT&quot;, data_set$Preferred.Name), ]
    
  } else if (keepE2 == TRUE &amp; keep4HT == FALSE){
    # Separate out 4HT
    ht4 &lt;- data_set[grep(&quot;4HT&quot;, data_set$Preferred.Name), ]
    data_set &lt;- data_set[-grep(&quot;4HT&quot;, data_set$Preferred.Name), ]
    
    # Reset row numbers
    rownames(data_set) &lt;- c(1:dim(data_set)[1])
    # Divide only E2 (not E2-1 and E2-2) with respect to its concentrations
    div_e2  &lt;- NULL
    temp_e2 &lt;- data_set[which(data_set$Preferred.Name %in% &quot;E2&quot;),]
    for (k in 1:length(unique(temp_e2$concentration))){
      div_e2[[k]] &lt;- temp_e2[temp_e2$concentration == unique(temp_e2$concentration)[k],]
      data_set$Preferred.Name[as.numeric(rownames(div_e2[[k]]))] &lt;- paste(&quot;E2-&quot;,unique(temp_e2$concentration)[k],sep=&quot;&quot;)
    }
    
    # Drop unused feature columns
    data_set$datasetID &lt;- data_set$row &lt;- data_set$col &lt;- data_set$timepoint &lt;- data_set$sampleID &lt;- data_set$concentration &lt;- data_set$notes &lt;- NULL
    
  } else if (keepE2 == FALSE &amp; keep4HT == TRUE) {
    # Separate out Positive Control - E2
    e2 &lt;- data_set[grep(&quot;E2&quot;, data_set$Preferred.Name), ]
    data_set &lt;- data_set[-grep(&quot;E2&quot;, data_set$Preferred.Name), ]
    
    # Drop unused feature columns
    data_set$datasetID &lt;- data_set$row &lt;- data_set$col &lt;- data_set$timepoint &lt;- data_set$sampleID &lt;- data_set$concentration &lt;- data_set$notes &lt;- NULL
    
  } else {
    # Reset row numbers
    rownames(data_set) &lt;- c(1:dim(data_set)[1])
    # Divide only E2 (not E2-1 and E2-2) with respect to its concentrations
    div_e2  &lt;- NULL
    temp_e2 &lt;- data_set[which(data_set$Preferred.Name %in% &quot;E2&quot;),]
    for (k in 1:length(unique(temp_e2$concentration))){
      div_e2[[k]] &lt;- temp_e2[temp_e2$concentration == unique(temp_e2$concentration)[k],]
      data_set$Preferred.Name[as.numeric(rownames(div_e2[[k]]))] &lt;- paste(&quot;E2-&quot;,unique(temp_e2$concentration)[k],sep=&quot;&quot;)
    }
    
    # Drop unused feature columns
    data_set$datasetID &lt;- data_set$row &lt;- data_set$col &lt;- data_set$timepoint &lt;- data_set$sampleID &lt;- data_set$concentration &lt;- data_set$notes &lt;- NULL
    
    
  }
  
  # Assign last two columns to separate data frame and remove it to make the main data set to have only numerics
  expand_names &lt;- data.frame(Preferred.Name = data_set$Preferred.Name, ER.Activity = data_set$ER.Activity)
  data_set$ER.Activity    &lt;- NULL
  data_set$Preferred.Name &lt;- NULL
  
  # if sd==0, remove feature
  
  std0 &lt;- NULL
  
  for(i in 1:dim(data_set)[2]){
    std0[i] &lt;- sd(data_set[,i])  
  }
  
  removed_feat &lt;- colnames(data_set)[std0==0]
  
  remove_index &lt;- which(colnames(data_set) %in% removed_feat)
  data_set &lt;- data_set[,-remove_index]
  
  
  
  clean_set &lt;- data_set
  return(list(clean_set = clean_set, expand_names = expand_names))
}</code></pre>
</div>
<div id="reading-experimental-datasets" class="section level1">
<h1>Reading Experimental Datasets</h1>
<pre class="r"><code># Read Experimental Data
data_list &lt;- NULL

  data_list[[1]] &lt;- read.csv(&quot;Original_all_cells.csv&quot;,header = T)
  data_list[[2]] &lt;- read.csv(&quot;Original_array_positive_cells.csv&quot;,header = T)
  data_list[[3]] &lt;- read.csv(&quot;LMH10_all_cells.csv&quot;,header = T)
  data_list[[4]] &lt;- read.csv(&quot;LMH10_array_positive_cells.csv&quot;,header = T)
  data_list[[5]] &lt;- read.csv(&quot;M50_all_cells.csv&quot;,header = T)
  data_list[[6]] &lt;- read.csv(&quot;M50_array_positive_cells.csv&quot;,header = T)</code></pre>
</div>
<div id="data-pre-processing" class="section level1">
<h1>Data Pre-processing</h1>
<div id="missing-data-check" class="section level2">
<h2>Missing Data Check</h2>
<pre class="r"><code>for (i in 1:length(data_list)) {
  print(sum(is.na(data_list[[i]])))
}</code></pre>
<pre><code>## [1] 0
## [1] 667170
## [1] 63280
## [1] 61320
## [1] 0
## [1] 0</code></pre>
</div>
<div id="data-cleaning" class="section level2">
<h2>Data Cleaning</h2>
<p>The pre-processing function is called for data cleaning</p>
<pre class="r"><code>processed_data &lt;- NULL
# Class pre-processing function
for (i in 1:length(data_list)) {
  processed_data[[i]] &lt;- ERData_process(data_list[[i]], keepE2 = FALSE, keep4HT = FALSE)
}

# Missing entry check in pre-processed data
for (i in 1:length(processed_data)) {
  print(sum(is.na(processed_data[[i]]$clean_set)))
}</code></pre>
<pre><code>## [1] 0
## [1] 0
## [1] 0
## [1] 0
## [1] 0
## [1] 0</code></pre>
</div>
<div id="class-encoding" class="section level2">
<h2>Class Encoding</h2>
<pre class="r"><code>processed_clean_set &lt;- NULL
for (i in 1:length(processed_data)) {
  processed_clean_set[[i]] &lt;- processed_data[[i]]$clean_set
}

reduced_data  &lt;- NULL
antagonists   &lt;- NULL
temp_class    &lt;- NULL

for (i in 1:length(processed_data)) {
  reduced_data[[i]] &lt;- cbind(processed_clean_set[[i]][,colnames(processed_clean_set[[i]])],processed_data[[i]]$expand_names) # Append compound names and ER Activity
  # Reinitialize row numbering
  rownames(reduced_data[[i]]) &lt;- c(1:dim(reduced_data[[i]])[1])
  # Append class info 0 Agonist, +1 Antagonist
  temp_class[[i]]  &lt;- data.frame(reduced_data[[i]], Class.Info = 0)
  antagonists[[i]] &lt;- temp_class[[i]][which(temp_class[[i]]$ER.Activity %in% &quot;Antagonist&quot;),]
  temp_class[[i]]$Class.Info[as.numeric(rownames(antagonists[[i]]))] &lt;- 1
  # Make class info factor
  temp_class[[i]]$Class.Info &lt;- as.factor(temp_class[[i]]$Class.Info)
}


# Select dataset for the analysis
index &lt;- 6

new_frame &lt;- cbind(processed_data[[index]]$clean_set, Preferred.Name = processed_data[[index]]$expand_names$Preferred.Name)</code></pre>
<table>
<caption>First 10 rows and 3 columns of the processed experimental data
used for analysis</caption>
<colgroup>
<col width="42%" />
<col width="57%" />
</colgroup>
<thead>
<tr class="header">
<th align="center">INTENSITY_Array_mask_ch01_Mean_M50</th>
<th align="center">INTENSITY_Array_mask_ch01_OrderStatistic_50_M50</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td align="center">-1.782431</td>
<td align="center">-1.813433</td>
</tr>
<tr class="even">
<td align="center">-1.746335</td>
<td align="center">-1.798507</td>
</tr>
<tr class="odd">
<td align="center">-1.728723</td>
<td align="center">-1.694030</td>
</tr>
<tr class="even">
<td align="center">-1.611984</td>
<td align="center">-1.679104</td>
</tr>
<tr class="odd">
<td align="center">-1.609037</td>
<td align="center">-1.619403</td>
</tr>
<tr class="even">
<td align="center">-1.605713</td>
<td align="center">-1.574627</td>
</tr>
<tr class="odd">
<td align="center">-1.535597</td>
<td align="center">-1.574627</td>
</tr>
<tr class="even">
<td align="center">-1.511714</td>
<td align="center">-1.559702</td>
</tr>
<tr class="odd">
<td align="center">-1.489154</td>
<td align="center">-1.559702</td>
</tr>
<tr class="even">
<td align="center">-1.477002</td>
<td align="center">-1.529851</td>
</tr>
</tbody>
</table>
</div>
</div>
<div id="high-dimensional-data-visualization" class="section level1">
<h1>High-Dimensional Data Visualization</h1>
<p>Before proceeding the analysis, the preprocessed dataset is
visualized through hierarchical clustering to gain insights on the
grouping of the studied chemical compounds.</p>
<pre class="r"><code>aggregated_res &lt;- aggregate(new_frame[,-dim(new_frame)[2]], by=list(new_frame$Preferred.Name), FUN = mean)
rownames(aggregated_res) &lt;- aggregated_res$Group.1

aggregate_numeric &lt;- aggregated_res[,-1]
dist_orig  &lt;- dist(aggregate_numeric, method = &quot;euclidean&quot;)
all_fclust &lt;- hclust(dist_orig, method = &quot;complete&quot;)

dd.row   &lt;- as.dendrogram(all_fclust)
ddata_x  &lt;- dendro_data(dd.row, type = &quot;rectangle&quot;)
grouping &lt;- unique(processed_data[[index]]$expand_names)
names(grouping)[1] &lt;- &quot;label&quot;
labs &lt;- merge(label(ddata_x),grouping,by.y=&quot;label&quot;)
row_agonist &lt;- grep(&quot;Agonist&quot;, labs$ER.Activity)
labs$ER.Activity &lt;- as.character(labs$ER.Activity)
labs$ER.Activity[row_agonist]&lt;- &quot;Agonist&quot;
labs_final &lt;- labs[order(labs$x,decreasing=FALSE),]


clustgrp &lt;- aggregate_numeric

  d  &lt;- dist(clustgrp, method = &quot;euclidean&quot;)
  hc &lt;- hclust(d, method = &quot;complete&quot;)
  dd.row   &lt;- as.dendrogram(hc)
  ddata_x  &lt;- dendro_data(dd.row, type = &quot;rectangle&quot;)
  grouping &lt;- unique(processed_data[[index]]$expand_names)
  names(grouping)[1] &lt;- &quot;label&quot;
  labs &lt;- merge(label(ddata_x),grouping,by.y=&quot;label&quot;)
  row_agonist &lt;- grep(&quot;Agonist&quot;, labs$ER.Activity)
  labs$ER.Activity &lt;- as.character(labs$ER.Activity)
  labs$ER.Activity[row_agonist]&lt;- &quot;Agonist&quot;
  labs_final &lt;- labs[order(labs$x,decreasing=FALSE),]
  
  ggplot(segment(ddata_x)) + geom_segment(aes(x = x, y = y, xend = xend, yend = yend)) +
    geom_text(data = label(ddata_x), aes(label = label, x=x, y=0, colour=as.factor(labs_final$ER.Activity)), hjust = 0, nudge_y = max(segment(ddata_x)$y) * 0.01, size = 5) + labs(x = &quot;&quot;, y = &quot;&quot;)+
      scale_colour_manual(values=c(&quot;dodgerblue3&quot;, &quot;red3&quot;)) +
        coord_flip() +
          scale_y_reverse(expand = c(1, 1)) +
            theme(legend.position = &quot;none&quot;,
          
          axis.text.y  = element_blank(),
          axis.line.y  = element_blank(),
          axis.ticks.y = element_blank(),
          axis.ticks.x = element_blank(),
          
          panel.background = element_rect(fill = &quot;white&quot;),
          panel.grid   = element_blank(),
          axis.text.x  = element_blank(),
          axis.title.x = element_blank())</code></pre>
<div class="figure" style="text-align: center">
<img 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" alt="Euclidean distance complete linkage hierarchical clustering for the selected dataset." width="1152" />
<p class="caption">
Euclidean distance complete linkage hierarchical clustering for the
selected dataset.
</p>
</div>
</div>
<div id="principal-component-analysis" class="section level1">
<h1>Principal Component Analysis</h1>
<p>High-dimensional data is denoised and compressed in this section.</p>
<pre class="r"><code>class_data &lt;- temp_class[[index]]
dataset_numerical &lt;- data.frame(class_data[,1:(dim(class_data)[2]-3)], Class.Info = class_data$Class.Info)
X &lt;- subset(dataset_numerical, select = -c(Class.Info))
# Keep first 3 PCs
prin_comp  &lt;- prcomp(X, rank. = 3, scale. = TRUE)
components &lt;- prin_comp[[&quot;x&quot;]]
components &lt;- data.frame(components)
tot_explained_variance_ratio &lt;- summary(prin_comp)[[&quot;importance&quot;]][&#39;Proportion of Variance&#39;,]
# Cumulative explained variance of first 3 PCs
explained_variance_ratio &lt;- 100 * sum(tot_explained_variance_ratio[1:3])
pca_data &lt;- cbind(components, class_data[,(dim(class_data)[2]-2):(dim(class_data)[2])])</code></pre>
<div class="figure" style="text-align: center">
<img 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" alt="Scree plot of explained variance and principal components for the selected dataset. The purple bar indicates the “elbow” of the scree plot which is the optimal number of PCs to retain in the analysis" width="30%" />
<p class="caption">
Scree plot of explained variance and principal components for the
selected dataset. The purple bar indicates the “elbow” of the scree plot
which is the optimal number of PCs to retain in the analysis
</p>
</div>
</div>
<div id="train-test-split" class="section level1">
<h1>Train-Test Split</h1>
<pre class="r"><code># Set seed for the reproducibility
seed  &lt;- 17

train_data &lt;- rbind(pca_data[which(pca_data$Preferred.Name %in% &quot;17-Methyltestosterone&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;4-(1,1,3,3-Tetramethylbutyl)phenol&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;4-Nonylphenol&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;4-Cumylphenol&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;5alpha-Dihydrotestosterone&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;Estrone&quot;),],                     
                    pca_data[which(pca_data$Preferred.Name %in% &quot;4-Hydroxytamoxifen&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;AZD9496&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;H3B-5942&quot;),],                     
                    pca_data[which(pca_data$Preferred.Name %in% &quot;Apigenin&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;Dibutyl phthalate&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;Dicofol&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;Bisphenol A&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;Bisphenol B&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;17beta-Estradiol&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;Raloxifene&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;Raloxifene hydrochloride&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;Tamoxifen&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;Fenarimol&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;Methoxychlor&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;Genistein&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;Kepone&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;o,p&#39;-DDT&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;Diethylstilbestrol&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;Tamoxifen citrate&quot;),],
                    pca_data[which(pca_data$Preferred.Name %in% &quot;Toremifene Citrate&quot;),]
)

test_data &lt;- anti_join(pca_data,train_data)

pca_data_numeric   &lt;- data.frame(pca_data[,1:(dim(pca_data)[2]-3)], Class.Info = pca_data$Class.Info)
train_data_numeric &lt;- data.frame(train_data[,1:(dim(train_data)[2]-3)], Class.Info = train_data$Class.Info)
test_data_numeric  &lt;- data.frame(test_data[,1:(dim(test_data)[2]-3)], Class.Info = test_data$Class.Info)

# Number of agonist/antagonist compounds in the training set
n_agonist_preferredname    &lt;- train_data %&gt;% filter(Class.Info == 0) %&gt;%  distinct(Preferred.Name)
n_antagonist_preferredname &lt;- train_data %&gt;% filter(Class.Info == 1) %&gt;%  distinct(Preferred.Name)
temp_all_names &lt;- train_data %&gt;% distinct(Preferred.Name)</code></pre>
</div>
<div id="hyperparameter-tuning" class="section level1">
<h1>Hyperparameter Tuning</h1>
<div id="support-vector-machines" class="section level2">
<h2>Support Vector Machines</h2>
<pre class="r"><code># Select the number of folds
kfold &lt;- 6

# Select hyperparameters
cost  &lt;- 128*(1:10)
gamma &lt;- 1/cost

# Grid of hyperparameters
parms &lt;- expand.grid(cost = cost, gamma = gamma)

result_svm_cv&lt;-NULL
confusion_svm_cv&lt;-NULL
accuracy_svm_cv&lt;-NULL
a_zz &lt;-NULL
a    &lt;- NULL
coeff&lt;-NULL

result_svm_cv &lt;- data.frame(matrix(nrow = 1, ncol = 7))
colnames(result_svm_cv) &lt;- c(&quot;Iteration&quot;,&quot;Fold No&quot;, &quot;Cost&quot;, &quot;Gamma&quot;, &quot;Data point&quot;, &quot;Accuracy&quot;, &quot;Accuracy * Data Point&quot;)

# Number of compounds in each fold
ncomp &lt;- floor(nrow(temp_all_names)/kfold)

# Choose the number of nodes for parallel computing
nnodes&lt;-8
cl&lt;- makeCluster(nnodes,outfile=&#39;&#39;)
registerDoSNOW(cl)

system.time(
  result &lt;- foreach(i = 1:nrow(parms), .packages = c(&quot;caret&quot;,&quot;foreach&quot;), .combine = rbind) %dopar% {
    c &lt;- parms[i, ]$cost
    g &lt;- parms[i, ]$gamma
    
    out &lt;- foreach(j = 1:kfold, .combine = rbind, .packages = c(&quot;caret&quot;,&quot;foreach&quot;), .inorder = FALSE) %dopar% {
      
      
      library(e1071)
      library(pracma)
      library(dplyr)
      
      if (j==kfold) {
        st1 &lt;-((j-1)*ncomp)+1   # from which
        end1&lt;-j*ncomp           # to which
        
        for (zz in st1:end1) {
          a_zz[[zz]]  &lt;- train_data[which(train_data$Preferred.Name == temp_all_names[zz,]),]
          a &lt;- rbind(a,a_zz[[zz]])
        }
        b  &lt;- anti_join(train_data,a)
      }
      
      if (j&lt;kfold) {
        st1 &lt;-((j-1)*ncomp)+1    # from which
        end1&lt;-j*ncomp            # to which
        for (zz in st1:end1) {
          a_zz[[zz]]  &lt;- train_data[which(train_data$Preferred.Name == temp_all_names[zz,]),]
          a &lt;- rbind(a,a_zz[[zz]])
        }
        b  &lt;- anti_join(train_data,a)
      }
      
      set.seed(seed)
      a_numerical &lt;- data.frame(a[,1:(dim(a)[2]-3)], Class.Info = a$Class.Info)
      b_numerical &lt;- data.frame(b[,1:(dim(a)[2]-3)], Class.Info = b$Class.Info)
      
      
      test &lt;- a_numerical
      deve &lt;- b_numerical
      
      mdl &lt;- e1071::svm(Class.Info ~ .,data = deve, type = &quot;C-classification&quot;, kernel = &quot;radial&quot;, cost = c, scale=F, gamma = g, probability = TRUE)
      pred &lt;- predict(mdl, test, probability = TRUE)

      set.seed(seed)
      
      confusion_svm_cv &lt;- confusionMatrix(pred,test$Class.Info, positive = &quot;0&quot;, dnn = c(&quot;Predicted&quot;, &quot;True&quot;))
      accuracy_svm_cv     &lt;- as.numeric(confusion_svm_cv$overall[1])
      coeff[j]&lt;-accuracy_svm_cv*(length(which(class_data$Preferred.Name %in% temp_all_names[(((j-1)*ncomp)+1):(j*ncomp),])))
      
      result_svm_cv[j, 1] &lt;- i
      result_svm_cv[j, 2] &lt;- j
      result_svm_cv[j, 3] &lt;- c
      result_svm_cv[j, 4] &lt;- g
      result_svm_cv[j, 5] &lt;- length(which(class_data$Preferred.Name %in% temp_all_names[(((j-1)*ncomp)+1):(j*ncomp),]))
      result_svm_cv[j, 6] &lt;- accuracy_svm_cv
      result_svm_cv[j, 7] &lt;- coeff[j]
      
      a&lt;-NULL
      b&lt;-NULL      
      deve&lt;-NULL
      test&lt;-NULL
      
      if (j==kfold) {
        return(result_svm_cv)
      }
    }
  }     
)    </code></pre>
<pre><code>##    user  system elapsed 
##    0.14    0.11   97.24</code></pre>
<pre class="r"><code>stopCluster(cl)</code></pre>
<div id="collect-cross-validation-results-for-svm" class="section level3">
<h3>Collect Cross-Validation Results for SVM</h3>
<p>The hyperparameter combination with the highest median accuracy will
be used for the final SVM model</p>
<pre class="r"><code>param_svm_cv &lt;- NULL
param_svm_cv &lt;- data.frame(matrix(nrow = 1, ncol = 3))
colnames(param_svm_cv) &lt;- c(&quot;Cost&quot;, &quot;Gamma&quot;, &quot;Median Accuracy&quot;)

for (k in 1:nrow(parms)) {
  median_svm_cv &lt;- median(result[(((k-1)*kfold)+1):(k*kfold),6])
  param_svm_cv[k, 1] &lt;- result[((k-1)*kfold+1),3]
  param_svm_cv[k, 2] &lt;- result[((k-1)*kfold+1),4]
  param_svm_cv[k, 3] &lt;- median_svm_cv
}

# Hyperparameter combination with the highest median accuracy
best_median_svm_cv &lt;- param_svm_cv[(which(param_svm_cv[,3]==max(param_svm_cv[3]))),]</code></pre>
<table>
<caption>First 10 rows of hyperparameter tuning results for
SVM</caption>
<thead>
<tr class="header">
<th align="center">Cost</th>
<th align="center">Gamma</th>
<th align="center">Median Accuracy</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td align="center">128</td>
<td align="center">0.0078125</td>
<td align="center">0.9840815</td>
</tr>
<tr class="even">
<td align="center">256</td>
<td align="center">0.0078125</td>
<td align="center">0.9800384</td>
</tr>
<tr class="odd">
<td align="center">384</td>
<td align="center">0.0078125</td>
<td align="center">0.9803099</td>
</tr>
<tr class="even">
<td align="center">512</td>
<td align="center">0.0078125</td>
<td align="center">0.9788024</td>
</tr>
<tr class="odd">
<td align="center">640</td>
<td align="center">0.0078125</td>
<td align="center">0.9788024</td>
</tr>
<tr class="even">
<td align="center">768</td>
<td align="center">0.0078125</td>
<td align="center">0.9794762</td>
</tr>
<tr class="odd">
<td align="center">896</td>
<td align="center">0.0078125</td>
<td align="center">0.9796476</td>
</tr>
<tr class="even">
<td align="center">1024</td>
<td align="center">0.0078125</td>
<td align="center">0.9796476</td>
</tr>
<tr class="odd">
<td align="center">1152</td>
<td align="center">0.0078125</td>
<td align="center">0.9791451</td>
</tr>
<tr class="even">
<td align="center">1280</td>
<td align="center">0.0078125</td>
<td align="center">0.9786425</td>
</tr>
</tbody>
</table>
<div class="figure" style="text-align: center">
<img src="data:image/png;base64,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" alt="Heatmaps of grid search results for SVM classifier of array positive M50 scenario. The hyperparameter combination with the highest accuracy (indicated with red) is selected to train the final model." width="40%" />
<p class="caption">
Heatmaps of grid search results for SVM classifier of array positive M50
scenario. The hyperparameter combination with the highest accuracy
(indicated with red) is selected to train the final model.
</p>
</div>
</div>
</div>
<div id="random-forest" class="section level2">
<h2>Random Forest</h2>
<pre class="r"><code>result_rf_cv &lt;-NULL
a_zz  &lt;-NULL
a     &lt;- NULL
coeff &lt;-NULL


result_rf_cv &lt;- data.frame(matrix(nrow = 1, ncol = 7))
colnames(result_rf_cv) &lt;- c(&quot;Iteration&quot;,&quot;Fold No&quot;, &quot;Ntree&quot;, &quot;Mtry&quot;, &quot;Data Point&quot;, &quot;Accuracy&quot;, &quot;Accuracy * Data Point&quot;)

# Select number of trees
ntree &lt;- c(25, 50, 75, 100, 125, 150, 175, 200, 225, 250)


parms_rf &lt;- expand.grid(mtry = c(1:(dim(train_data)[2]-3)), ntree = ntree)
# Number of compounds in each fold
ncomp &lt;- floor(nrow(temp_all_names)/kfold)

# Choose the number of nodes for parallel computing
nnodes &lt;- 8
cl&lt;- makeCluster(nnodes,outfile=&#39;&#39;)
registerDoSNOW(cl)

system.time(
  result_rf &lt;- foreach(i = 1:nrow(parms_rf), .packages = c(&quot;caret&quot;,&quot;randomForest&quot;,&quot;foreach&quot;), .combine = rbind) %dopar% {
    
    ntr &lt;- parms_rf[i, ]$ntree
    mtr &lt;- parms_rf[i, ]$mtry
    
    out &lt;- foreach(j = 1:kfold, .combine = rbind, .packages = c(&quot;caret&quot;, &quot;randomForest&quot;, &quot;foreach&quot;), .inorder = FALSE) %dopar% {
      
      
      library(e1071)
      library(pracma)
      library(dplyr)
  
      if (j==kfold) {
        st1 &lt;-((j-1)*ncomp)+1   # from which
        end1&lt;-j*ncomp           # to which
        
        for (zz in st1:end1) {
          a_zz[[zz]]  &lt;- train_data[which(train_data$Preferred.Name == temp_all_names[zz,]),]
          a &lt;- rbind(a,a_zz[[zz]])
        }
        b  &lt;- anti_join(train_data,a)
      }
      
      if (j&lt;kfold) {
        st1 &lt;-((j-1)*ncomp)+1    # from which
        end1&lt;-j*ncomp            # to which
        for (zz in st1:end1) {
          a_zz[[zz]]  &lt;- train_data[which(train_data$Preferred.Name == temp_all_names[zz,]),]
          a &lt;- rbind(a,a_zz[[zz]])
        }
        b  &lt;- anti_join(train_data,a)
      }
      
      a_numerical &lt;- data.frame(a[,1:(dim(a)[2]-3)], Class.Info = a$Class.Info)
      b_numerical &lt;- data.frame(b[,1:(dim(a)[2]-3)], Class.Info = b$Class.Info)
      
      test &lt;- a_numerical
      deve &lt;- b_numerical
      
      set.seed(seed)
      
      fit_rf &lt;- randomForest(formula = Class.Info ~ ., data = b_numerical, importance = TRUE, mtry = mtr, ntree = ntr)
      
      set.seed(seed)
      
      # Calculate training accuracy
      predict_rf      &lt;- predict(fit_rf)
      confusion_RF_train &lt;- confusionMatrix(predict_rf,b_numerical$Class.Info, positive = &quot;0&quot;, dnn = c(&quot;Predicted&quot;, &quot;True&quot;))
      train_RF_accuracy  &lt;- as.numeric(confusion_RF_train$overall[1])
      
      # Calculate Testing Accuracy
      predict_rf_test    &lt;- predict(fit_rf,a_numerical)
      confusion_RF_test  &lt;- confusionMatrix(predict_rf_test,a_numerical$Class.Info, positive = &quot;0&quot;, dnn = c(&quot;Predicted&quot;, &quot;True&quot;))
      test_RF_accuracy   &lt;- as.numeric(confusion_RF_test$overall[1])
      
      coeff[j]&lt;-test_RF_accuracy*(length(which(train_data$Preferred.Name %in% temp_all_names[(((j-1)*ncomp)+1):(j*ncomp),])))
      
      
      result_rf_cv[j, 1] &lt;- i
      result_rf_cv[j, 2] &lt;- j
      result_rf_cv[j, 3] &lt;- parms_rf[i, ]$ntree
      result_rf_cv[j, 4] &lt;- parms_rf[i, ]$mtry
      result_rf_cv[j, 5] &lt;- length(which(train_data$Preferred.Name %in% temp_all_names[(((j-1)*ncomp)+1):(j*ncomp),]))
      result_rf_cv[j, 6] &lt;- test_RF_accuracy
      result_rf_cv[j, 7] &lt;- coeff[j]

      a&lt;-NULL
      b&lt;-NULL      
      deve&lt;-NULL
      test&lt;-NULL
      
      if (j==kfold) {
        return(result_rf_cv)
      }
    }
  }     
)    </code></pre>
<pre><code>##    user  system elapsed 
##    0.11    0.07   23.84</code></pre>
<pre class="r"><code>stopCluster(cl)</code></pre>
<div id="collect-cross-validation-results-for-rf" class="section level3">
<h3>Collect Cross-Validation Results for RF</h3>
<p>The hyperparameter combination with the highest median accuracy will
be used for the final RF model</p>
<pre class="r"><code>param_rf_cv &lt;- NULL
param_rf_cv &lt;- data.frame(matrix(nrow = 1, ncol = 3))
colnames(param_rf_cv) &lt;- c(&quot;Ntree&quot;, &quot;Mtry&quot;, &quot;Median Accuracy&quot;)

for (k in 1:nrow(parms_rf)) {
  median_rf_cv &lt;- median(result_rf[(((k-1)*kfold)+1):(k*kfold),6])
  param_rf_cv[k, 1] &lt;- result_rf[((k-1)*kfold+1),3]
  param_rf_cv[k, 2] &lt;- result_rf[((k-1)*kfold+1),4]
  param_rf_cv[k, 3] &lt;- median_rf_cv
}

# Hyperparameter combination with the highest median accuracy
best_median_rf_cv &lt;- param_rf_cv[(which(param_rf_cv[,3]==max(param_rf_cv[3]))),]</code></pre>
<table>
<caption>First 10 rows of hyperparameter tuning results for RF</caption>
<thead>
<tr class="header">
<th align="center">Ntree</th>
<th align="center">Mtry</th>
<th align="center">Median Accuracy</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td align="center">25</td>
<td align="center">1</td>
<td align="center">0.9911671</td>
</tr>
<tr class="even">
<td align="center">25</td>
<td align="center">2</td>
<td align="center">0.9882941</td>
</tr>
<tr class="odd">
<td align="center">25</td>
<td align="center">3</td>
<td align="center">0.9818197</td>
</tr>
<tr class="even">
<td align="center">50</td>
<td align="center">1</td>
<td align="center">0.9934618</td>
</tr>
<tr class="odd">
<td align="center">50</td>
<td align="center">2</td>
<td align="center">0.9882941</td>
</tr>
<tr class="even">
<td align="center">50</td>
<td align="center">3</td>
<td align="center">0.9818197</td>
</tr>
<tr class="odd">
<td align="center">75</td>
<td align="center">1</td>
<td align="center">0.9906937</td>
</tr>
<tr class="even">
<td align="center">75</td>
<td align="center">2</td>
<td align="center">0.9891709</td>
</tr>
<tr class="odd">
<td align="center">75</td>
<td align="center">3</td>
<td align="center">0.9809919</td>
</tr>
<tr class="even">
<td align="center">100</td>
<td align="center">1</td>
<td align="center">0.9902202</td>
</tr>
</tbody>
</table>
<div class="figure" style="text-align: center">
<img src="data:image/png;base64,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" alt="Heatmaps of grid search results for RF classifier of array positive M50 scenario. The hyperparameter combination with the highest accuracy (indicated with red) is selected to train the final model." width="25%" height="50%" />
<p class="caption">
Heatmaps of grid search results for RF classifier of array positive M50
scenario. The hyperparameter combination with the highest accuracy
(indicated with red) is selected to train the final model.
</p>
</div>
</div>
</div>
</div>
<div id="testing-performance-evaluation" class="section level1">
<h1>Testing &amp; Performance Evaluation</h1>
<pre class="r"><code># Best hyperparameter combinations
print(best_median_svm_cv[1,1:2])</code></pre>
<pre><code>##    Cost       Gamma
## 25  640 0.002604167</code></pre>
<pre class="r"><code>print(best_median_rf_cv[1,1:2])</code></pre>
<pre><code>##   Ntree Mtry
## 4    50    1</code></pre>
<div id="final-2-class-svm-results" class="section level2">
<h2>Final 2 Class SVM Results</h2>
<pre class="r"><code>best_c &lt;- best_median_svm_cv[1,1]
best_g &lt;- best_median_svm_cv[1,2]

set.seed(seed)

SVM_final &lt;- svm(Class.Info ~ ., train_data_numeric , probability=T ,type = &quot;C-classification&quot;, kernel=&quot;radial&quot; , scale=F , gamma = best_g,cost=best_c)

# Calculate Testing Accuracy of Unseen Compounds
predict_svm_test &lt;- predict(SVM_final,test_data_numeric,probability = T)  #predict for test data
confusion_svm_test &lt;- confusionMatrix(predict_svm_test,test_data_numeric$Class.Info,positive=&quot;0&quot;)

# Calculate Training Accuracy of Training Compounds
predict_svm_train &lt;- predict(SVM_final,train_data_numeric,probability = T) #predict all active compounds
confusion_svm_train &lt;- confusionMatrix(predict_svm_train,train_data_numeric$Class.Info, positive = &quot;0&quot;, dnn = c(&quot;Predicted&quot;, &quot;True&quot;))

print(&quot;2-Class SVM Testing Results of Unseen Compounds&quot;)</code></pre>
<pre><code>## [1] &quot;2-Class SVM Testing Results of Unseen Compounds&quot;</code></pre>
<pre class="r"><code>print(confusion_svm_test)</code></pre>
<pre><code>## Confusion Matrix and Statistics
## 
##           Reference
## Prediction    0    1
##          0 1541    0
##          1  126 1791
##                                           
##                Accuracy : 0.9636          
##                  95% CI : (0.9568, 0.9696)
##     No Information Rate : 0.5179          
##     P-Value [Acc &gt; NIR] : &lt; 2.2e-16       
##                                           
##                   Kappa : 0.9268          
##                                           
##  Mcnemar&#39;s Test P-Value : &lt; 2.2e-16       
##                                           
##             Sensitivity : 0.9244          
##             Specificity : 1.0000          
##          Pos Pred Value : 1.0000          
##          Neg Pred Value : 0.9343          
##              Prevalence : 0.4821          
##          Detection Rate : 0.4456          
##    Detection Prevalence : 0.4456          
##       Balanced Accuracy : 0.9622          
##                                           
##        &#39;Positive&#39; Class : 0               
## </code></pre>
<pre class="r"><code>print(&quot;2-Class SVM Training Results of Training Compounds&quot;)</code></pre>
<pre><code>## [1] &quot;2-Class SVM Training Results of Training Compounds&quot;</code></pre>
<pre class="r"><code>print(confusion_svm_train)</code></pre>
<pre><code>## Confusion Matrix and Statistics
## 
##          True
## Predicted    0    1
##         0 2796   65
##         1   38 3063
##                                           
##                Accuracy : 0.9827          
##                  95% CI : (0.9791, 0.9859)
##     No Information Rate : 0.5247          
##     P-Value [Acc &gt; NIR] : &lt; 2e-16         
##                                           
##                   Kappa : 0.9654          
##                                           
##  Mcnemar&#39;s Test P-Value : 0.01041         
##                                           
##             Sensitivity : 0.9866          
##             Specificity : 0.9792          
##          Pos Pred Value : 0.9773          
##          Neg Pred Value : 0.9877          
##              Prevalence : 0.4753          
##          Detection Rate : 0.4690          
##    Detection Prevalence : 0.4799          
##       Balanced Accuracy : 0.9829          
##                                           
##        &#39;Positive&#39; Class : 0               
## </code></pre>
<div class="figure" style="text-align: center">
<img 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nTsG+fdlttnzWtwRAAAfeuaqyof8nL4kUf2yb6HH/GsiuNXVYkLAAAAKlH/ARtS/wHQOuYtXp4VK1dXnLPJ6BENiqZ3Jo4bkROfWblR55zL/1XzHYx33npC1TnX3vVoTXtUct1dj1UcP3b/aTWt/4qjdsmIYUO6HD/9L7dmzdqypj0AgOb7w+9/W3H8pa94RYMiAaC/0gQ9wJRluSDJcUnua/d028nARZIPFkXxymbEBk10cp6eHG57P3ysKIpPFUXR8aRgANjobLvZmHz85ft2Onbf44vyP2ff3NiAAAD62BNPzM7MmTMqzjnooEP6ZO+DDqm87ox778mcJ57ok70BAAAYGNR/QKfUfwC0iLkLl1ccHzG868bYVvCqZ++a4RWad5PkjAtuq3mfrTcbW3H8yUXL8/i8pTXv05U7H5hbcfyofWtrgn75s7q+C3SS/Pqyu2paHwBovkULF+bKf/y9y/FJkyfngGc8s4ERAdAfaYIegMqyfDLJS5OsaXuq3cciyTeKouj8FoHQD5VluSzrksPXZcNE2CeTXFIUxVZNCg8A6uJbbzs0o7pIIr7/h1dl+co1nY4BAGysbrv1lorjU6ZMzZSpU/tk7y233CqTJ0+uOOe2227tk70BAAAYONR/wNOp/wBoHSOrNDlXu1N0s518/B4Vx+9+8MlcdccjNe8zafyoiuPzF1VuJq/VvMWV1580fmS232KTXq09bfNxOWDnKV2O3/PQvNzz0LxerQ0AtI5L/npRVq1a1eX4EUc+K84kA6BWmqAHqLIsb0ryjTx1wb/9XxUTk3yh4UFBE61PDj87yXnZMBF2ZJJ7iqL4UVEUezYpRADotdc9a4cctdcWnY795sr7ctHNDzc4IgCAvnfnHXdUHN91t936dP/ddq9cIHXXnZXjAwAAgO5Q/wFPp/4DoPnGjBya8aOHV5xTrfm2mfbfafPsuV3lg07rcRfoJF0eZt9m/pIVddmnKwu6sf6+O2zWq7WP3q/yXaQv++esXq0LALSWq6+6suL4Mw48qEGRANCfVf6/Z/q7/03yjiQjsuFpwK8piuLTZVm6ykC/VRTFNp08/Z4k9yd5d9a9H9reE8OTvCHJG4qimJnkiiRXJpmVZF6SJ5P07RXH9bwvAeiJyeNG5HMnP6PTsflLVuQjp1/T4IgAABrj7rvurDi+40479+n+O+20c/522aVdjt9VJT4AAADoAfUfDGjqPwBay97bb5ZBgyrf7W/mowsaFE3Pvb7KXaBXrV6TX1xcn4NOhwypfC+r5X18x+xlK6qvv88Om+c3l/+rx2sfsdfWFcevu+uxHq8JALSe66+7tuL4nnvt3aBIAOjPNEEPYGVZzimK4uwkJ+epC/1tybAhSd6b5INNCg8a4f489TPfmfYnArf/evsk05O8rm/CqqiM390ADTFoUJFtNxuTrSeNyaRxIzJy2OCsWVtm6YrVWbRsVR6euyQPzV2SJcv7NuFUqy+9+aBMHDui07FPnXlDHp+/rMERAQA0xgMP3F9xfJtple9AUKutt6m8/qwHHujT/QEAABg41H+A+g+AVnLCgdMrji9YsiIPzl7YoGh6ZsSwIXnZkZUPUf3zNfdl9vylddlv5co1FcfHjap8R+1aVbtjd5LstNWmvVr7sD22rDh+872Pd2udrSePzQ5bbZpNxwzPqBFDs3LVmixZviqPzl2SBx5fkLkLW/eu4gDQ382a9UDmPPFEl+Njx43LllttVXWd1atXZ9YDD+Thhx/K4sWLsmrlyowYMTKjRo/OlClTssWWW2bUqNH1DL1u1qxZk4cffiiPPfpo5j35ZFasWJ5BgwZnxMgRGTN6TDbbfEqmTJ3SsvEDbCxcSKUtCdZeW0LslZEEo/+rfOTkU3PaTgXuyesA2MhsPWlMPv7yffKsPbfI3ttOyOgRQ6u+ZuZjC3PTzLn5222P5oKbHspDc5Y0INLuOWH/rfPSQ7brdOyaf83ODy+8u8ERAQA0RlmWeeThhyvO2aZKk3Kttt6msxsQPaVafAAAANBD6j8Y6NR/ALSAQYOKvPTInSrOufL2h1NWOrqiiU46fMdsMqbzg+bb/OSCW+u235IVqyqObzKm+U3Q204d3+N1J44bkS0nj604Z8Yj8zt9fuiQQTnpsB3z/IN3yNH7TcumXRz83+ahJxblmjsfyZ+vvS/nXTUjC5as6HG8AEDv3H3XnRXHt96667qJefPm5c/nnZu//e3S3HTD9Vm1quu/i4qiyHbTt8++++2XI486OgcdfHCGDh3W67hr9dijj+Y73/pGrr3m6tx1151Zvqz6zYi22mrr7Lr77nnGgQflsCOOyNSpWzQgUoD+QxM0f0+yNk9d5G9/GvCUoigOLMvy2mYFBw3Q1eXUjkmu9l93TIg1isQbQB87co+pOXKPqT16zfQp4zJ9yri8ZH2z8T/ueCw/vuju/ObK+7JmbfOydmNGDMnX3nJwp2OrVq/NKd+7ssERAQA0ztw5c7JiReUil8mbbdanMWy22eYVx5ctW5q5c+dm4sSJfRoHAAAAA4b6DwY69R8ALeAFB++QaZtXbpr909UzGhRNz73+uD0qjj8yZ3EuuP7+uu03e17lO0pPGDsiRZE+axqfvMmoqnO2rfLvszO7bTup4vhjTy7J0hWrn/bc0CGD8p4X7Zd3v3i/TJ0wptt7bTV5bLaavHNecsTOWb5ydX55yZ35ytnX5d6H5/c4bgCgZ2bcc0/F8a06aYJ+cu7cfOe0b+a8P/4+y5cv79Y+ZVlm5ox7M3PGvTnn7LOy6YQJecUrX51XveZ1GTe+53+r1Oq6a6/Jddde06PXPPTQg3nooQdz0QV/SZLsu/8BeenLXpHjnnNChgzR2gdQzaBmB0BzlWW5MMn9FaY8qzGRQFMVnTx6Or+vHwBsJA7bbUp+/N4jc+PXXvzvxuhmOPU1B2SrSaM7HfvWn27PbbPmNTgiAIDGeeKJ2VXnTJo0uU9jmDipcoFPkjwxu3qcAAAA0B3qPyCJ+g+Apho0qMgnTu78sPY2K1auzm8vr9ws0yzbTR2fw/fcquKcn198e9bW8UD8h55YVHF81Iih2XWbvjtMdb+dKh/omiRjRw3L2FE9u9NitZhnz3968/czd52a6797cj73liN61ADd0YhhQ/LG5+yZG777+nz+LUdk5HANRQDQl2bOrHy4TcdD4X93zm/youefkN+c9atuN0B3Zt6TT+a73/5WXvi85+S3vzmr1+s00003XJ+Pf+zDefELTswFfz6/2eEAtDxN0CTJzHR9kX3PRgYCANBf7DB1XH76/mfl7I8enc03GdnQvQ/caXL+47idOx27f/aifO6smxoaDwBAo82fP7/i+JgxYzJsWM8Kdnpq5MiRGTWq8h0UFiyY36cxAAAAMOCo/wAAmuatJ+6d3aZVPiD05xffkXmLe9/w0pdOPm73DBpU+byKMy64va573vXgk1Wbqg/cdWpd92zvGTtP6da8CWNH9GjdrSaPrTg+Z8FTTdBvfu6eufALL89OW03o0R6VDBs6OO976QH5+9dfnZ222rRu6wIAT/fYY49WHN90wrr/vq9atSqf/sTH89+f+q8sWriwbvvPnzcvn/n0J/PB970nixcvrtu6jfTgrAfysQ9/IO9919szZ84TzQ4HoGVpgiZJuroNYJFkt0YGAk1SbgQPADZSzz1gm/zj/56ffab33cm87Q0dMiinvf3QDB7U+Z/6H/jh1Vm2ck1DYgEAaJYFCxZUHB89pvd3EeiJavtoggYAAKDO1H8w0DW7tkP9BzBgbbP5uPz3Gw+rOGflqjX58tnXNSiinimK5LXH7F5xzuW3PJiZj86v676Llq7MjEcqr3n0vtPqumebPbablM03Hd2tuRPH9ezw/ykTKq+7aOnKJMl7Ttov3zrl2AwbOrhH63fX7ttOyiVfeWUO2Kl7zd4AQM/MeaJy0+7o0aOzevXq/OdHPpg//O6cPovjkosvyn+88eQ8+eSTfbZHX7v8b5fl1S9/Se64/bZmhwLQkjRBkyQrOnmu7aL7Zo0MBJqg2IgeAGyktpgwOheeekIO363vkyofPmmv7LZ156fYnnPlfbngpof6PAYAgGZbuLBKE/So7hX11Gr06Mr7VGvWBgAAgB5S/8FA1uyaDvUfwIA1aFCRH37wORk7aljFed/6/Y2579HWvC5+7P7bVr178U8u6JuGlL/fWrmO4/kHb5/NNhlV933/48S9uz130x7eCbpaE/TKVWvyyqN2yRfe9qwerdsbE8eNzJ8+/5LsuV3lu5QDAD03d86ciuNDhw7L5z97av560YV9Hstdd96Rt7359RvtHaGT5InZs/PmN7wu1197TbNDAWg5Q5odAC2h8y6ZdcY1LApovDc2OwAAWseMxxbm+nueyO2z5uX2WfPywOzFWbB0ZRYuXZllK9dk0zHDMmHMiEwYOzz7bT8ph+02JYfsunkmj+teomf0iKE5+2PH5Lmn/iU3zqh84ae3dtlqfD500l6dji1YujIfOd2FEQBgYFi5orOa76eMHNmzOxb01qhRlYuSqsUJAAAAPaT+g4FK/QdAE33q5ENy+F5bVZzz4OyF+fyZVzcoop57w/F7VByfv3h5fvf3e/pk7z9fMzNvOmHPLseHDxuSNz13z/zvmfWr+Rg/enhe9exduz1/xLCe3al5/KjhFce3m7pJvnnKMV2Or11b5tq7Hs2frp6Rv9/6UB59cklmz1uaYUMGZfMJo7P15LE5/hnb5cSDts/2W2xSNZ5xo4fnnFNflEPf84s8sWBZj74XAKBzK1asyMqVKyvOueiCP+e6Cg29I0aMyIHPPChHHnV0dt1tt0ycOCmbTtg0ixYtztw5T+T+++/L5Zddmn9c/rfMnz+/akz33nNPPvbhD+Sb3/5eiqJvziDbeuttssdee2WHHXfKDjvsmC232ipjxozNmLFjMnz4iCxcuDAL5s/Pgvnzc8ftt+WG66/LjTden/nz5nVr/eXLluW9735Hvv+jM7L7nl3/jQgw0GiCJql82m/9j4+DFlGW5RnNjgGA5vr7HY/lT9fNyl9ufDD3PLKw4tw5C1dkzsJ1TSpX3z073z7/jgwaVOTFB22b979wz+wzfWLV/caOHJozP3RUDv3IHzN3UX0bXooi+dbbDs3woZ0nnj595g15bL5EDgAwMKxatari+OAhjbksOnhw5X2qxQkAAAA9pP6DAUn9B0DzPPeZ0/Ohlx9Ycc7atWXe9tULs3hZa14TnzhuRJ77zOkV55x12d1ZvnJ1n+x/4Q33Z86CZZk0vusDXD/08gNz1qV3Z+aj8+uy5xfedmTVO3e3N2xIz5qgRwyvnB85YOcpXY5ddfvD+eB3Ls1N987eYGz5ymTh0pW556F5ueSmWfno9/+WVzxrl3zuzYdnyyp38t56s3H55inH5JWfObd73wQAUNGK5curzumqAbooipz4/BfkvR/4UCZNmrzB+IQJEzJhwoTsuNPOOfa452T58uX5yY9+kDNO/1GWV9n3ir9fnl/+4md59WtP7t430g37HXBAnnXU0Tn8iCOz7XaV/25siz1J9tlvv7z6dSdnzZo1ueiCv+SM03+Uu+68o+p+S5cuzYfef0rOPPu32XTTSmceAgwcg5odAC1hWpKyizG3owEA+pX5S1bmtD/dnn3ee06e86k/55vn3V61Abora9eW+c2V9+XQj/4xb/jaZVm4tPKpdkmy9aQx+ebbDu3VfpW89fhdc/Aum3c6du2/ZucHF95V9z0BAFpV1SbowT0r1umtavtoggYAAKDO1H8AAA2z27SJOf0jJ2TQoMp32fvuuTfn0ptmNSiqnnv10btl+LDKTbtnXHBbn+2/ctWa/Pyi2yvOGT1iaH74oeMzuMo/6+448aDpOfm4yne+7qjHTdA9vHN0m0+fcUWe/cFfd9oA3ZVfX3ZX9v6Pn+TC6++vOveFh+6Y5x+8fa9iAwCebsXK3l1qGjFyZL713e/nM//zf502QHf6mhEj8vZ3vSe/Ouf32WLLLavO/+bXv5rZsx/vVXxtxo0bn1e/9uT87tzz86Of/Dyve/0bqzZAd2Xw4MF5znNPzC/P/m3+5wtfyujRo6u+5rHHHs1nP/3JXu0H0B9pgh7giqLYN0+dBNzZ1ZElDQwHAKDPHf6xc/ORn1zb68bnrpx9xX057KPn5tb7n6w694XPnJbj9ql+Iaa7tpw4Op9+1X6djq1avTanfP/KlF2VPAEA9ENr166tON4qTdBr1qxpSBwAAAD0f+o/AIBGmjx+ZM459UUZN3p4xXnX3/1YPvaDvzUoqt6p1hB8y8wncuM9tTXRVPO1c67PkuWVD049ePct88tPPD/DhvY+x3HM/tPy04+d2OPXDRrcs+broYN7Xp7+we9cmv/7Zed3i6xmyfJVeemnf58/XnFv1bmffsOhKWrvJQeAAW/16tU9fs3o0aPzne/9KIcceniv9pw2bdv8+IxfZNq221act3zZsnz/O9/u1R5tfv6rs/Phj/2/Xjc+d+WE5z4vvzjrnOy4085V517y14vyj79fXtf9ATZWmqB5QRfPt/0v/iONCgQAoBHWrO27buAZjy3M8Z/6c265f27VuZ961f512/drbzko40YN63TstPNvz60PzKvbXgAAG4MhQyrfsaE3ybjeWFNln6FDhzYkDgAAAAYE9R8AQEOMHjE0v/vMSdl2yviK8+YsWJbXfO7crFpd+eDSZjpgpynZY7tJFef05V2g2zw+b2m+cvZ1Vec9/+Ad8sfPvjjbbD6uR+sXRfKmE/bMbz71wowa0fPcxMqVPTvUtae1OT+98LZ8+w839eg1Ha1avTZv/ML5mfnI/Irzdps2KSccWN9mJgAYiAYP6vnBLB/5f/+Vffbr/IY/3bX5lCn5wpe/XrXe4tw//C7z5vW+drZa3Uktpk3bNj/6yc+y0867VJ172je+1mdxAGxMNEEPYEVRjE/yriRdXW0ok9zXuIgAADZ+C5auzMv+76+Zs3B5xXn7TJ+YZ+0xteb9XnrIdnnuAdt0OvbA7EX57K9rSxIBAGyMqiW7GnUH5lVVmqCHaIIGAACgDtR/AACNMnTIoPz6ky/I/jtNqThv6fJVefmpf8is2YsaFFnvnHz87hXHl69cnV/+9c6GxPKFX12bf86YXXXekXtvnZu//4Z86vWHVG2GHjpkUJ5z4Hb5+9dfndPee2yGD9uwmWfV6uo5k+Wrena47MpurNnmwdkL8+HvXtaj9buydMXqvPXLF2RtlSbst5y4V132A4CBrKf1Dkce9ey84IUn1WXvnXbeOW99+7sqzlm5cmX++Lvf1mW/vjB23Lh87VvfziabbFJx3l133pFrrr6qMUEBtDBN0APbqUnajrAruphzc2NCAQDoPx6asyT/eca1Vee9+sgdatpn0zHD8sU3PrPL8Q/86Oos6+FpvAAA/UG1E3lXrVrVkDiq3XHanaABAACoE/UfAECfGzSoyE8/dmKO3m9axXkrV63Ja/7nvFx1xyMNiqx3Rgwbkpc/q/Ld98698t7MW1z5EPx6Wb1mbV77P+dl7sJlVeeOHD4kH3vVQbn7jLfkmm+/Lt94z9H5+GsPztuev3fe/9ID8vm3HJFffeL5eejX78jv/vukik3rn/lZ9aaa5T2sPVm5qvt3//7y2ddl4dKVPVq/kitufzgXXF/5/J+j952WMSPlaACgFj2td3j3Ke+r6/6ve8MbqzYQ//XiC+u6Z71NnbpFPvDhj1Wdd94ff9/3wQC0uMrVgPRbRVG8Ncl70vUpwG2uaEA4wABRFMW7kryzkXsO3ec1GbrD0Y3cEiBJcublM3LK8/fInttO6HLOic/YOkMGF1m9ptqfZJ37/MkHZrNNRnY69rur789fbnyoV+sCAGzsRo4aVXF86dKlDYlj6ZIlFcdHVYkTAAAAqlH/ATRDM+o/hux6UoZsc1gjtwQ6+M77js2LDtux4pw1a9bmLV/6S/5ybeUm1FZw0uE7Zvzo4RXn/OSC2xoUzTr3Pjw/rzj1j/n9Z0/KmJHDuvWavaZPzl7TJ/dqv6+cfV3Ou3pG/vuNlX+/zlvUs0bwpSu6dxjtoqUrc2Yf3Gn7++f9MyccOL3L8WFDB+fo/ablD1fcW/e9AWCgGDFiRLfn7rv/Adlhx53quv/w4cPzghe9OD/9yY+7nHP7bbdm3rx52XTTTeu6dz097wUvzM/OOD33/OvuLudcduklWbVqlYP2gQFNE/QAVBTF+5N8sf1T7T5vnxRbkOTyhgQFDBSTk+zWyA3LFYsauR3A05z2p9vz3Xcd3uX4JqOHZ+/tJuaGe+f0eO1n7TE1rzuq8+TigqUr86EfX93jNQEA+ovx4zepOL5k8eKGxLF4SeV9xo8f35A4AAAA6J/UfwBN1Pj6j5WVDxwE+taX33FUTj5uj6rz3vPNv+bsv3XdwNFK3nB85e/ngccX5NKbZzUomqdccfvDed7/OyfnnPqiTBzX+cH49fDdc2/Ox3/09+y7w2ZV5z72ZM9+Bz/ZzabpP155bxbV8S7QbS647r489uSSTJkwuss5B+4yVRM0ANRg6NChGT16dJZUORw+SV7wwpP6JIYXnFS5CXrt2rW57dZbcvgRR/bJ/vVQFEVe87qT8+lPfLzLOYsXLcrdd92ZPfbcq4GRAbSWQc0OgMYpimK/oiiuSvKlPPXvvuhsatYlw35blmX3jmMDAGADf7x2VlauXlNxzjN3qp5M6mjEsMH5xtsO6XL81F/emMfmLevxugAA/cUmm2xScXzRooUNiWPxosoHc1Vr1gYAAIDOqP8AABrp1Dccmne+cN+q8z76/cty+l9ubUBEtdtu6vgctsdWFef89MLbU5YVp/SZa+58NIe8++e55s5H6r726jVr87Hv/y3vP+2SJMmmYyvfxXHt2jKPz+thE/TC7tWsXHXHwz1at7vKMrnurkcrztmnG83fAEBl46vUZrTZZ9/qf0v2xvTp22fsuHEV59x15x19snc9PfvoYzNkSOW7PN9y882NCQagRWmC7ueKotiqKIpTiqK4Osl1SQ7MU0muar7Wl7EBAPR3C5auzC33P1lxzk5b9vzuf594xb7ZfkrnF26uu+eJfP+CO3u8JgBAf7LJJptWHF+5cmUWLuzbRugF8+dn1arK9eXV4gQAAIA26j8AgGb48CsOzEde+cyq8/77p1fmG7+9sQER1cfrj9sjgwZ1dobMOmvWrM3PL7q9gRFtaNbsRXn2B3+d953218xZUJ+D8G/412N59gd+la//9oZ/PzdpfOW7TT86d3HWrO1ZN/jchd27E/S1d1ZuVK7FtXdXXnv61E36bG8AGCi6U/Mwbtz4TNt2uz7ZvyiK7LHHnhXnPPTgrD7Zu57GjhuXnXfZpeKc++6b2aBoAFrTkGYH0B8URXFys2NIMiLJ2PWPCUl2T7Jnkonrx9tfrSk7ea7t+fanAN/WZ9ECAAwQN8+cmwN2mNzl+LTJY3q03j7bTcy7T9y907HVa9bmlO9f2bSTiAEAWsXUqVOrznly7pyMq3IicC3mzp1bdc6UbsQJAABA46j/AAB4yrteuG/++42HVZ33lbOvy+fPvLoBEdXHoEFFXnvMbhXnXHrzrMyavahBEXVt7doy3zv3n/nphbfndcfuntcfv0f223HzHq9z3V2P5hu/vSHn/P1fG9SUTJkwuuJr75hVPd/R0YOzu3cQ7V0PVr6xQC3ueqDy2ltMHJOiiBobAKjBlKlTc8ftlS87bTd9eoqi68NnajV9+x1y1ZVXdDn+2GOP9dne9bTLrrvl9ttu7XL8kUcebmA0AK1HE3R9/CTdO1m30TpLcnX2fPuxJFmU5L19EhH0M0VRbJFkWpItkkxOMjLrktJJsjzJsiSzkzya5IGyLB9pRpwANM+sJxZXHJ88fkTF8Y4++9oDMmTwoE7Hvn3+HVXvPA0AMBCMGj06m2yySebPn9/lnEceeSTbbje9z2J45JGHKo5PmDgxo0aN6rP9AQAA6JWfRP0HDEjqPwCe7k0n7JkvveOoqvO+84eb8vEf/b0BEdXPsftvmy0nj60454wLWusMmWUrVuf75/0z3z/vn5m2+bgcuffWecYuU7PTVptmm83GZdOxIzJq+JCsXVtm0bJVeezJJbnzgTm59q5Hc/4192Xmo/O7XLvaHZHvfKDnTdD3P7ag6pwly1dl1eq1PV67u+Ytrnw36mFDB2fMyGFZtHRln8UAAP3dlltuVXXO2LF9dzh9su4uypUsXFD975JWsMWWW1Ycn/dkz/8mA+hPNEHXV98dT9I7HRNzXcXXPjm2NsmbXKiHDRVFMSjJoUmOSXJ4kr2SbNrDNeYluSXJ35JcnOSqsiz77kpe63kiyR2N3LAYPrbysZ0AfWxBlWTJyGE9+5N84rjhnT6/avXaPDhnSV7/7B17tF4lB+28WcXxKZuOqrrfP+97Mjff5+ILANB4W265VcUm6FkPPJBDDq1+B4vemjVrVsXx7iQDAQAAaBr1H9CPqf+oi8bXfwwbrf4DGuRVR++ab77nmKrzTv/LrfnAdy5tQET19Ybj96g4PnfhsvzxqhkNiqbnHnh8YX564e356YW312W97bfYpOL4P2fM7vGa93WjCXrB4hU9XrcnFiypvv6o4UM0QQNADbbaeuuqc8aOq3z4TK3Gjq28/vLly/p0/3oZM6bK97Gs8gEvAP2dJuj62hhOA67mY2VZ/rZPIoGNVFEUOyV5W5JXJ2nfDdabxPeEJEeuf3wyyeNFUfw8yffLsry31lhbXVmWpyU5rZF7jn7Z6a34uxkYQFZWObV26JDO7+rcU0OHDMoX3/jMuqzVXTttMT7ffkflxqHPnXWTJmgAoCm232HH3H5713dquP/++/p0//vvq7z+9jvs0Kf7AwAAUJNWzDGq/4Aaqf+on2bUf4x8zlda8Xcz9DsvPnzHfP8Dx2fQoMq/Gn996V1519cvalBU9TNp/Mg895nTK8751SV3ZuWqNQ2KqPn22WHziuP/uPWhHq9578Pzs3zl6oyocGOAZStX93jdnli2ovr6QwbXp2YHAAaq7XeoftOe4cNH9GkMI0ZUXn/N6o3j77qhQ4dWHF+9um//dgJodf7vrb6KFnxUUq5/FOs/nlKW5Zdq+icA/UhRFDsVRfGrJLcneV+SzfP091fZy0f7NaYk+WCSO4ui+EVRFNs36NsDoEGq3el5+cqN4wILAMDGZpfdKt8Y5q47+/ZGNdXW32UXN64BAABoYc2u9VD/AXWk/gOge048aHpO/8hzqzaG/uGKe/LmL/455UZ4NMGrj941w4YOrjjnJxd0fcBqf7PtlPGZNH5kl+P3P7Ygs2Yv6vG6q9esze33z6k4Z9yoYT1etyfGjx5edU53GqUBgK7tsuuuGTSo8t+Oixf3/G+Jnli8qPL6w0dU/5ugFaxYUflOzxvL9wHQVzRBD0xtF+KTdRfhH05ydFmW32peSNA6iqIYXBTFp5P8M8nLkgxO50mvpHeJ6c6SYoOTvDLJrUVR/FdRFJWvtAKw0dh8k66TRUmyePmqBkUCADCw7Lpr5Sbju/8/e/cdJmlV5g34dyYwDEMGyTkJogQxoJhFxIQYMKNidtd1za77rTnsuq4Y1uwumBATBnBRjIgSzICAZETCkJEhDAPMnO+P7nKqe7qqU3VVdfV9X9d7dfV73jrnKejqmXmf5zl1/p+zcuXMbEhzzz335IILzm97ze577DEjawMAADCnqP+ANtR/AEzcgfttn6/865PHbRD+4W8uy+H//n9ZuWoWdkAneeFB9207/vsLr8k5l7Vv3h0kj73/dm3Hf/qHy6c89+8vvLbt+ESalKdjw3XHn/92NTsAMC1Llqyb7bffoe01ty6b2SboZcuWtR1fvM46M7p+p9x4Q/u/g86W1wEwUzRBzw2tbtyvSPLBJHvUWn/Ro9igr5RStkzyiyRvT7IoI5NfyeR22x5ziTGe35wMWzvJu5P8rJSy+dReBQD9ZKct1ms7fvVNd3QpEgCAuWXP+94vixa1LnC54447ct65587I2uf86ezcuXx5y/FFixblPnu2L7QCAACAMaj/gAlS/wEwcQ/fa5t8/e2HZO21FrS97ud//Gue897jc/c9q7oUWWc98N5bZM8dNm17zRd+OHc+BTpJnvCgndqOf+uUC6Y89+nnXtV2fK2F8yfUqDxVm23YvlHohluWZ8XdM7NZLgDMJfvcf7+24zfddOOMrn/TTTe1Hd9ss9nxT/K//vWvbcdny+sAmCmaoDtrdLKpX45k5E33qzJ0k337Wuvbaq23zcB/C5h1Sim7JflNkoekdfJrtKm8H0csm7GTYQ9P8ptSys7TfV0A9NYDd71X2/HLr5vZXe4AAOaqRYsWZZ9979/2mjNOP3VG1j7j9NPaju+73wPaNmgDAADQc72u81D/AdOg/gNg4h68x5Y57l2HZp21F7a97tRzrswz3/XdWd00+sLHt9+c9I477843Tj6/S9H03qYbLM6B99++5fg1N92eU86+csrz//QPl2fVOJ8Yvt9uW0x5/vHcf9f2jUJ/va79p0YCABPzkAMOaDt+2aWXZHmbTeSn67xz229is+VWW83Y2p10zp/Oaju+9dbbdCkSgP6kCbpzRu/u2U/HiiS/TPK+JA+ttW5Xa313rfX6mfqPAbNNKWWXJD9PsnVWJ8CSNZNf4yWZ2x2tnj96ncb5bZP8opSy47RfIAA9sfs2G2SHzdp/EvQ5l9/cpWgAAOae/R/y0LbjP/3Jj2dk3Z/8+KS24w99aPskIAAAAD3V6xoP9R8wDeo/ACZu3102y3ff+7Sst85aba/73QXX5Gnv+G7uWHFPlyLrvMWLFuSwR9677TXf+dVFWXbHXV2KqPcOf9yeWdTm07+/8uNzx21ibuf6W5bnjxdf2/aaB+2+5ZTnH8+D9mg/958u9VdoAOiE/fd/aObPn99y/J577hm3UXmqli9fnosvurDtNbvttvuMrN1Jl1xyca6+6qq21+y6W/u/ywIMutb/emUyvtjrAJKszFCy684kNyW5NkM7/l6Q5LJa69TvRMCAK6Wsl+R7SbbMyMRWs9EJq4abk/wxyUVJbmk6kmSDpmOXJPsm2XjUnKPXG50I2yrJ90opD6m13j6pFwZAzz3vkbuMe80ZF1w3qTkf8ubjpxrOpL3gUbvks//48Jbjp5y7NE941w+7Fg8AwGQ97qCD87GPfLjl+J/POzd/uezS7LDjTh1b86KLLsxFF7ZOspVScuBBj+/YegAAAHSU+g+YxdR/AEzcnjtsmuPf/4xsuO7aba8765Lr8pT/d1xuneXNwU972K7ZYMmittd84aSZac7pR4sXLcg/Pf3+LcfvuntlPn38mdNe59unXNj2054P3G/7/PtXz5j2OqNtvN7a2Wfnzdpe89sLlnZ8XQCYi9Zbf/3s/9ADcuovT2l5zRmnnZr9HvDAjq/9m1+fnpUrV7a95n577dXxdTvt+8d/b9xr9t5n3y5EAtC/NEF3QK31iF7HAEzLp5LskfETYCVDCeefJvlykl/WWv86mYVKKdsmOSDJ4UkOSjI/q5Nhzes270a8Z5JPJnnxZNYCoLc2XLJWXnJg+53XLrlmWS679tYuRQQAMPdsu9122WvvfXL2WWe2vOarx3wl//pv7+jYmsd+5cttx/feZ99svfU2HVsPAACAzlH/AbOe+g+ACdhl6w3z/Q88I5tusLjtdeddfkOe/K/H5W+3rehSZDPnxY+/X9vxi6+6Ob/605Vdiqb3/ulp98+WG6/bcvwbJ5+fq2+8bdrrHPuzP+c9Rzws8+fPG3P8oXtunftsv0nOu/zGaa/V7MWPv2/bT7lOkh///vKOrgkAc9lTDjm0bRP0d799XF7x6n/MwoULO7ruN7/+tbbjW229dUc3xZ8Jy265Jcd98+ttr9l22+2y7XbbdSkigP409r8qAeaIUspBSZ6fsRNgzcmpFUnel2S7WuvBtdZjJpsAS5Ja6xW11q/VWp+UZOsk70qyPKuTXqN3HG6sf3gp5cDJrgdA77z7eftlo3Xb7yL87dMu61I0AABz16FPe0bb8e9999u5/vrrOrLWtddck++f0H6H3qce+vSOrAUAAADAauo/ACZmu83Xzw/+47BssfGSttdddOXNedLbjssNtyzvUmQzZ6ctN8wB99267TVf/NHc+RTo3bfbOG973v4tx5evuCfv/crpHVlr6U2354e/bV8b8w9P7eynGi6YPy8ve1L7T3w88+Lr8tdrl3V0XQCYyx71mMdmw402ajl+ww3X5yc/+mFH17z88r/k9FN/1faaRz+m///5/fGPHplbl7X/e8njHn9wl6IB6F+aoIG57oNNj0cnwBrnTkiyZ631HbXWpZ1auNZ6Xa31PRnahfg7TevXMS4vo2IFoI8duv/2edlBu7e95p6Vq/LFn13UpYgAAOauJx/y1Gy8ySYtx+9cvjwfO/LDHVnro0d+KCtWtP5EjE022TRPPuSpHVkLAAAAgBHUfwCMY8uNl+QH//7MbHOv9dpe95drbskT/uWbueam27sU2cx60eP3zLx5peX4PStX5Zgfn9fFiHpnw3UX5dh/e0rWbvMpyf/9nd93tEH4yG/+tu34ix9/3+y/x5YdW+9fnvvg7Ljlhm2vOfqHf+rYegBAsmjRojzvBS9se82R//WfWXbLLR1Zr9aa973rHVm1alXb6572zMM6st5M+fGPfjjup0DPnz8/hz79mV2KCKB/aYIG5qxSypOS7J3Vu+0mI3f/rUleV2t9aq11xj6qc3h34GckeU2Sxt/Em5Nwjcf7lFKeMFNxAAyy3bfZIBsuWasraz1mr63yP//0iHGv+87pf8ll197ahYgAAOa2RYsW5fnjJNtOOP67+elPfjytdU764Yk58f++3/aa5x/+oqy1Vnf+XgoAAAAwV6j/ABjfphsszon/8czstNWGba+78vpbc/Bbv5mrbritO4HNsHnzSl5w4J5trznpt5dl6YA0fLezwZJF+fa7D83u2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alt="Confusion matrices for SVM classifier for the testing and training sets of array positive M50 scenario: a) Testing, b) Training." width="70%" />
<p class="caption">
Confusion matrices for SVM classifier for the testing and training sets
of array positive M50 scenario: a) Testing, b) Training.
</p>
</div>
</div>
<div id="final-rf-results" class="section level2">
<h2>Final RF Results</h2>
<pre class="r"><code>ntr &lt;- best_median_rf_cv[1,1]
mtr &lt;- best_median_rf_cv[1,2]

set.seed(seed)

fit_rf &lt;- randomForest(formula = Class.Info ~ ., data = train_data_numeric, importance = TRUE, mtry = mtr, ntree = ntr)

# Calculate Testing Accuracy of Unseen Compounds
predict_rf_test    &lt;- predict(fit_rf,test_data_numeric)
confusion_RF_test  &lt;- confusionMatrix(predict_rf_test,test_data_numeric$Class.Info, positive = &quot;0&quot;, dnn = c(&quot;Predicted&quot;, &quot;True&quot;))

# Calculate Training Accuracy of Training Compounds
predict_rf_train      &lt;- predict(fit_rf,train_data_numeric)
confusion_RF_train &lt;- confusionMatrix(predict_rf_train,train_data_numeric$Class.Info, positive = &quot;0&quot;, dnn = c(&quot;Predicted&quot;, &quot;True&quot;))

print(&quot;RF Testing Results of Unseen Compounds&quot;)</code></pre>
<pre><code>## [1] &quot;RF Testing Results of Unseen Compounds&quot;</code></pre>
<pre class="r"><code>print(confusion_RF_test)</code></pre>
<pre><code>## Confusion Matrix and Statistics
## 
##          True
## Predicted    0    1
##         0 1513   41
##         1  154 1750
##                                           
##                Accuracy : 0.9436          
##                  95% CI : (0.9354, 0.9511)
##     No Information Rate : 0.5179          
##     P-Value [Acc &gt; NIR] : &lt; 2.2e-16       
##                                           
##                   Kappa : 0.8868          
##                                           
##  Mcnemar&#39;s Test P-Value : 1.053e-15       
##                                           
##             Sensitivity : 0.9076          
##             Specificity : 0.9771          
##          Pos Pred Value : 0.9736          
##          Neg Pred Value : 0.9191          
##              Prevalence : 0.4821          
##          Detection Rate : 0.4375          
##    Detection Prevalence : 0.4494          
##       Balanced Accuracy : 0.9424          
##                                           
##        &#39;Positive&#39; Class : 0               
## </code></pre>
<pre class="r"><code>print(&quot;RF Training Results of Training Compounds&quot;)</code></pre>
<pre><code>## [1] &quot;RF Training Results of Training Compounds&quot;</code></pre>
<pre class="r"><code>print(confusion_RF_train)</code></pre>
<pre><code>## Confusion Matrix and Statistics
## 
##          True
## Predicted    0    1
##         0 2834    0
##         1    0 3128
##                                      
##                Accuracy : 1          
##                  95% CI : (0.9994, 1)
##     No Information Rate : 0.5247     
##     P-Value [Acc &gt; NIR] : &lt; 2.2e-16  
##                                      
##                   Kappa : 1          
##                                      
##  Mcnemar&#39;s Test P-Value : NA         
##                                      
##             Sensitivity : 1.0000     
##             Specificity : 1.0000     
##          Pos Pred Value : 1.0000     
##          Neg Pred Value : 1.0000     
##              Prevalence : 0.4753     
##          Detection Rate : 0.4753     
##    Detection Prevalence : 0.4753     
##       Balanced Accuracy : 1.0000     
##                                      
##        &#39;Positive&#39; Class : 0          
## </code></pre>
<div class="figure" style="text-align: center">
<img 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8eP0f8BsAP4gQsAAKsx5hTgznC67yizE0aPHBF6n6oa84HTovxZhs2osT6Z5GbdfbPufvmcDbC96u7vdferuvvBGU78+7kk79nKWuzTvpxhs+Qy3f1T3f2n3f3+ERtge9Xdp8xem3fIcJrlZ0Y+9TZVdcet5uUMnpXhZ+Q8d6qq80xcy2nuNzLuWds8zfTUJK9IctckF+7u+3b3C0dugO1Vd3+xux+d5LJJnjTLM89+SZ6ynbysh6o6R5KXZTjRdox/yfBz9WFzNsD2qLu/1N2/meTqGTZjx3hsVV1us7nO5Fcyv1koSd6Z5PLd/fARG2BzdfcnuvsJ3X2jJBdM8vAMzTsAAAAAAMC+T//H3un/YJH0f+xMz4r+D/0fLIz+jx+j/wNghzAEDQAASzbbgPr5EaFv6+7PbXL5MZtm501y502uuyVVdaMkD9vEU/45ydW7+8hF1tHdJ3f387v7ukluljOd0MeO9LEMG5+X6u4/3sJ7aZTufmuSq2XYlBnjD6eoY7fp7qMynCg6z4EZXgeTqqpzZzipdJ5Tkzx7i2m+n+SpSS7X3Xfq7pdutUlgI919Unf/VpLD86MTgzdyraq6/aLrYOmekORSI+JOSnLv7v757v7adpN29yeT3CjJi0eEny3JP2w1V1Xtl+FmgHnemuSm3f2VrebaSHd/s7ufmGHD+R453S0GAAAAAADAvkX/x4b0f7Ao+j92MP0f+j9YOP0fP6L/A2AHMQQNAADLd+cMG1HzbOWD0n9LcsKIuDEnEW9LVe2f5OkZ/98dv9fdD5riQ93T6+4ju/vGGfeBG/umX05ytdnG5w+mTtbdJ2V4Tz19RPh1quqGE5e0WzxjZNwRUxYx87MZPqCf5w1bPFX0vUkO6+5f6e7PbuH5m9bdb8mwEXbsiPDfnLQYJlVVN07y4BGhJye5VXe/YJH5u/vkJPfOcML1PLeoqptuMdXVMv/vXydk2OSb9O8iyf+dKv9v3f2QqXMBAAAAAACT0f+xZ/o/WBT9H7uD/o8J6f/YPfR/nIH+D4AdxhA0AAAs35gNqJOzhU2a7j4+yb+PCL11VV10s+tv0gOTXG5k7GO7+y+mLObMunvMZiH7oO5+XXefuuScneQhSd4zIvwXJy5nt/j3JMeMiLt2VV154lqOGBk3duPuDLr7k1vcPNuW7v5okvuOCL15VV1s6nqYzF8kqTkxpyb5+e5+2xQFdPcpGX42fmFE+KO3mOYaI2L+rbu/tMX1AQAAAACA3Uf/x4/T/8HC6P/YNfR/TEz/x66h/+NH9H8A7DCGoAEAYIlmHxLeekToS7t7zIe7e/KcETH7ZcLTMavqwCR/ODL8ZUkeO1UtsCyzU4d/KUnPCb1HVZ1lCSXtaLMTmMeeSHq/qeqoqiskud6I0O8m+Y+p6phKd78s8+veL8m9llAOC1ZVt09y/RGhf9jdL5mylu7+TobX0bwmhptV1WFbSHGZETEv28K6AAAAAADALqT/Y4/0f7Aj6P9YLv0fy6H/Y2fT//Fj9H8A7DCGoAEAYLmOyLi/h4/ZyNqbNyQZc4rd/apq3sl/W3WPJBcZEffNJA+YnaIK+7zu/lDmf4h67iTXnr6aXWHsybr3qar9J6ph7Abb87v75IlqmNqYRoVbTl4FU3jEiJhPJ/nLqQtJku5+V8bdaPCALSx/nhExSz9xGwAAAAAA2GcdEf0fp6f/gx1F/8fS6f9YDv0fO5f+jzPS/wGwwxiCBgCAJZltOB0xIvRrSV6z1TzdfWqS544IvUySm241zxwPHhn3yO7+1kQ1wKo8e0TMLSavYhfo7ncn+diI0Aslue2i889OdP75keHPXHT+ZZlt7n5oTtiNq+qsy6iHxaiqyyY5fETo78xOOl+WvxgRc9ctrHvgiJgTtrAuAAAAAACwy+j/2CP9H+xE+j+WRP/Hcuj/2Jn0f+yR/g+AHcYQNAAALM9NM2w8zfMv3X3KNnON+RA+Se6/zTw/pqouleRGI0KPSvKsReeHNfD6JPPew9daRiG7xNjNpSMmyH2bjDv1/KPd/Z4J8i/TvOaMQ5JcYRmFsDBjTrH+UHe/dOpCTq+735vk7XPCLjf7+8ZmHDMi5qKbXBMAAAAAANid9H+c0VHR/8HOpP9jufR/LIf+j51H/8eP0/8BsMMYggYAgOUZu+E0dgNrr7r7U0nePSL0Z6rqnNvNdyZ3HBn3pO7+4YJzw8p193FJ/mdO2FWXUcsu8dwkY36W3LGqzrvg3EeMjNtnTwE+nfeOiPG63rfceUTMCyevYs9eNyLm5ptc85sjYhZ+YjgAAAAAALAj6f84I/0f7Ej6P5ZO/8dy6P/YefR//Dj9HwA7jCFoAABYgtlG091HhH6wuz+yoLRjNtMOTvKzC8p3mtuPiPlhkn9dcF5YJ5+f8/XLVNVZl1LJDtfd30jynyNCD0jyc4vKW1XnSXKnEaE/SPK8ReVdoXmv6SS54uRVsBBVdfEkVx4R+qKpa9mLN4+IucYm1/zqiJgHVtWFN7kuAAAAAACwi+j/+DH6P9jp9H8sif6PpdH/sYPo/9gr/R8AO4whaAAAWI57JzloRNy2TwE+nRck+f6IuLEnFM9VVfslucGI0Dd19/8uKi+soWPnfH2/JBdaRiG7xDNGxh2xwJw/l+TAEXH/Oduo29fNe00nyUUmr4JFueWImI9192cnr2TP3pGk58RsdhPsrSNizp3kxRPckgAAAAAAAOwc+j/OSP8HO53+j+XS/zE9/R87i/6PPTt39H8A7CiGoAEAYDnGbDQt9HTc7v52kleOCL1eVV1pQWkvl+TsI+Jet6B8sK6+NyLGJtji/FeSr4+Iu2ZVXXVBOY8YGffMBeVbNa/pneXaI2IWdTPBpnX3iUmOmRN22U2u+ZkkR48IvWGSd1bVjTezPgAAAAAAsGvo/zgj/R/sdPbKl0v/x/S8pncW/R97p/8DYAfZf9UFAADATldVV05y3RGhr57gtMhnJ7nbiLj7J3nEAvJdc2TcWxaQC7atqi6T4cPgy2X4QPViSc6f5HxJDklyQIbTXmuC9OebYM1dqbt/WFXPzbifY/dL8rDt5Kuqq2TcJsLXM2zQLU1VHZLkWkmukuSwJJdOcsEMr7fzZHg9H5DkrBOk95red4w5RfcTk1exsW9lOJl3b85fVQd095hbD07zooz7OXHFJG+uqjcl+cckL+vukzaRBwAAAAAA2IH0f+yR/g/Wgv6PnUH/x4/o/2Ak/R8b0/8BsEMYggYAgOk9YGTccybI/aok/5vhQ/2N/HxV/V53/3Cb+Q4bGbey0wXZ3arqPEnukOSOSW6e5LwrLOegFebeiZ6ZcR9u36eqfmebP++OGBn33AX8XJ2rqq6b5E5Jbpfkav+fvfuOk/eq6gf+OSEJJITekRJ67yIgLYBSpCioSBUC2EFEsRcQu/ITBRuo9A4ioqAoSJeiVOlI7z2UAAkh5/fHsyEhfHfmmdlndmdn3+/Xa18pz5177+4+M3PnnnPPJjnLqsfchnt6/7jqiDZvX/ksZvtsksvMuF5JLpLkgwv0+f+S/EzG36s33fr6clU9P0NQ+z+6++MLjAkAAAAAAGwO+R/fTv4He0L+x0aT/yH/g/Hkf4wj/wNgn3MIGgAAVqiqjkhyjxFNP5/keVOP391fr6qnJfnZOU0vlCEw8NwdDnmxEW0+2t1f3OE4sJCq+s4kD0zyQ0nOtsfTOc26zGMjdPfbq+q1Sa43p+kFMwSLlnrNrarDM+51PRkCcytRVUcnuV+Sn8xQtXQduKf3gao6V5JzjGj6rKpVFEGf1Jjv45u6+xNV9WdJfnXBcY5J8iNbX6mqdyV5ZZJXJfmvJO/u7l6wTwAAAAAAYB+R/3FI8j/YdfI/Np/8j7Xgnt4H5H/I/wA4SA7b6wkAAMCGu33mV+FNkmd290krmsMTRra7zwRjjQqCTTAOjFJVl66q5yT57wyBi3XapD9iryewgR47st3xOxjjNhkSB+Z5bXdPXkm1Bj+R5L1J/jzrEwBL3NP7xZj36v1imerTv5XkJTsc9woZ/tLDY5O8M8lnquqfq+qXq+oGVbVX1bgBAAAAAIDVkf/x7eR/sGvkfxw48j/2lnt6f5D/If8D4MBwCBoAAFbrviPbjQ1ULay735DkrSOa3qaqLrzD4c4zos0ndjgGjFJVP5XkLUnuuNdz2cbal9jch56e5Ksj2t22qs6/5Bj3Htlu8irAVXWJDJv3f5Nkp6/Xq+Ce3h/W8d5Z1sJBsO4+JckPJ3nHhPM4b4a/qPCHGSoDf6aqnlVVd62qhaoVAwAAAAAAa0v+x7eT/8GukP9xIMn/2Fvu6f1hHe+dZcn/AGAmh6ABAGBFquqiSW41oul7uvvVK57OmCDb4UnutcNxxmxGfWmHY8BMVXV4VT06yV8lOftez4fd091fTPIPI5oekeTui/ZfVefLsNE9z1czBOQmU1XXTfK6JDedsl8OpE16XVxqb7O7P5vkhkn+bdrpfNO5k/xQkqcm+WRVPbGqvntFYwEAAAAAACsm/2Nb8j9YKfkfB5f8Dxhlk14X5X8AMJND0AAAsDr3SnKWEe2euOqJJHlKkm+MaHf8DscZEwQ7aYdjwLaqqpI8NsmP7/Vc2DNjK/Dee4m+757kyBHtntPdX1ii/0OqqmsleXGSC03VJwfa2fZ6Auuguz+f5PuS/ESSz65wqKOS3DPJq6rq5VV14xWOBQAAAAAArIb8j0OT/8HKyP8g8j9gHvkfkf8BcFAcvtcTAACADTYmoNRJnrTqiXT3x6vqP5Lcek7TK1TVDbv7VUsONSboNyYYB8t6SIbNxp36YpJPJfl0ki9vfZ2c5JStr3lulOQyE8yDxb0kyfuTXGpOu2tW1TW7+00L9H3vke0eu0CfM1XVhZL8a5Jz7LCrU5J8Jsknk5yQ4Z4+McNr8tczvB/NckySH9zhHFgPZ93rCayL7u4kj6mqZyR5QJL7Z7XB5hsnefnWePfv7s+scCwAAAAAAGA68j8OTf4HqyT/A/kfhyb/g9PI/9gi/wNg8zkEDQAAK1BVN0lyuRFNT0zy20Px0pW7wMh290mybBDsqyPaqEDISlTV9ZP8xoIP6yT/m+SlSV6/9e/v22kV16p6fATB9kR399bP/7dHNL93kp8b029VXT3JtUY0/UCGQNxU/j6Lb8qfkOGefk2SNyZ5T5IPdffSSQhVdWwEwTbF1/d6Autm6zX/d6vqj5L8QJK7JrlNVrdm+ZEkN6mqH+ju161oDAAAAAAAYALyP2aS/8FKyP8gkf+x5YTI/2B78j/ORP4HwOZyCBoAAFbjPiPbHZPkXqucyBLuXFU/290nLvHYMUGwo5boF8Z4ZMZVo06GiqiPTPKE7v7Q6qbEHnlChqrQh81pd7eq+sXuHhMUGFPdPRnuqXlVdUepqtsmue0CD/m3JH+R5IXdPaZiNQfTmPfqJPne7n7RSmeyZrZeC56V5FlVdVSS45LcIskNk1w7yZETDneRJP9ZVTfu7jdO2C8AAAAAADAt+R/bk//Bqsj/4DTyP+R/sD35H9uQ/wGweeYtBgEAgAVV1TmS/NBez2MHjkly5yUf+6URbcZWJIbRqup2Sa47svnfJ7l0d//OCgNggr17qLs/mOQ/RzS9QEYEmarqiCR3HzN0ksePaDfWmGrGSfKxDAGL23T381cUAHNPb46vjGx3oCv3d/dXu/tfu/vB3X2DJOdOcvMkD03yoiRfnmCYsyf556r6jgn6AgAAAAAAJib/Yy75H0xO/gdnJP9D/gczyf8YQf4HwGZwCBoAAKb3Ixk2NfazsZWMz+xjI9pcZMm+2Yeq6vBdGurHR7b7re6+X3ePCdjuxNEr7p/5Hjey3ZgKv7fNuAD+S7r7AyPHnamqrp3kOiOafiDJ9XehYqt7epfswuvmJ0e2O+dKZ7HPbAXFXtLdv93d35shKPadSX4xyb8nOWnJrr8jyWOmmSUAAAAAADAx+R+zyf84QOR/sIfkf0zLPb1L5H+sJ/kfAPuTQ9AAADC9++71BCZwo6q63BKP+/CINsfuYmCEvbfy6qFVda4ktxnR9Dnd/Turns+WC+/SOGzvOUlOGNHuNlU1L8B175FjPnZkuzHuMqLNKUnu1N1jXnt3yj29e1b9ujm2ArrqtDN09ze6+/Xd/fDuvlWS82b4SxDPTnLygt19X1V99+STBAAAAAAAdkr+x2zyPw4W+R/sFfkf03JP7x75H/uA/A+A/cEhaAAAmFBVXSnJ9fd6HhNZphrwB0a0OTLJ5Zfom3G+MaLN2VY+i9OdZxfGuFGSeYHVU5I8aBfmcpqL7eJYHEJ3fy3J00Y0PSLJPba7uBUg+74R/XwhQ+BtKjcb0eax3f3GCcecZZPv6QP1utndJyT54oiml1zlPDZNd3+lu/+hu384ycWT/F6SExfo4jdXMzMAAAAAAGAZ8j/kf6yBAxXH3CL/g28j/2Nym3xPH6jXTfkfqyH/A2A9OQQNAADTWiZwtK7uVVVnWfAxbx7Z7rqLTobRThrR5hwrn8XpdmPjfEzg+QXdPbb65Y5U1fmjauq6eNzIdveece0eGQJl8zy9u786cryZquqsSa41ounfTDHeSFfbxbF220F83fzfEW2usfJZbKju/lR3/0aSqyZ568iH3ayqjl7htAAAAAAAgMXI/xhH/sfqHMQ4pvwPtiP/YzryP3aP/I99Tv4HwPpwCBoAACZSVYcnuedez2NCF0lymwUf8+aMq6h4i8Wnw0hfG9FmNzdzr7wLY4ypLP3vK5/F6a6zi2MxQ3f/d8ZtQF+9qq69zbV7jxxubMBtjEsnmZeE8OldrAKcbPZ9fRBfN183os01q2pMAJhtdPcHktw84/5SwlmT3GSV8wEAAAAAAMaR/5FE/sc6OIhxTPkfHJL8j0lt8n19EF835X/sAvkfAHvPIWgAAJjO7ZJcaES7p3V37eVXksuO/J4Wqmy8VQVzTDXgW28FDZne50a0Oe/KZ3G67QILU7rEiDZjql5O5Za7OBbzLV0NeCswdvURj317d792kUnNMeaeHltddMeq6tzZ7AruB/F1c8z9ekySG696Ipuuuz+d5EEjm99glXMBAAAAAABGk/8h/2MdHMQ4pvwPZpH/sUPyP5Js3uum/I9dIv8DYG85BA0AANMZGzB68kpnMUJ3vzfJa0Y0vV1VXWDB7v91RJsLJLnVgv2ukzHVjvfq89YnR7S5yspncbrv2YUxxlTo/NTKZ3G6O+ziWMz3pCRfH9HublV15Jn+371HjjFlFeBk/e7p22V+ZeL97CC+bv5HklNGtLvTqidyQPxTxt1nF1z1RAAAAAAAgFHkfwzkfwzkfwzkf7DX5H/snPyPzXvdlP+xu+R/AOwRh6ABAGACVXXhJLcZ0fRTSf59xdMZa0ww7ogk91yw338Z2e5nFux3nZw8os2ZN9N3y0dHtBlT2XTHqupKSS63C0MdNaLNqSufRZKquknGV9pmF2xV4Xz+iKbnS3L70/5jKyB2txGPOyVDoG1Ka3NPb1moKvw+dOBeN7v7c0leMaLp3avq6FXPZ9N1dyd5yYimiyYeAQAAAAAAE5P/8S3kfwzkf8j/YA3I/5iE/I8Ne92U/7G75H8A7B2HoAEAYBo/muTwEe2e0d1jKu/thmdkXHXM4xfs97VJPjCi3W2q6loL9r0uvjKizTlXPotDe9eINlc+RMXTVbjfLoyRjLuPd2tj8Rd3aRwW89iR7e59hn+/fYbA2Dwv6O4xFT4XsTb3dFVdJ8nNdmOsPXQQXzeTYR0wz7mT/MSK53FQfGxEm3OtfBYAAAAAAMA88j9OJ/9jIP9D/gfrQ/7HkuR/fNOmvW4m8j92m/wPgD3gEDQAAExjbJXEMdV3d0V3fybJC0c0vWpVfdcC/XaSvx3Z/M+rqsb2vS66+0uZXw34qKo6x27M50zePqLN2ZJ83yonUVXnS/JjqxzjDL40os0lVj2JqrpBktutehyW8q9JPjGi3a2r6kJb/z42AeBxy01pprW4p7f83i6Ns5cO4utmMqxJvjCi3a9X1XlXPRmSjEuyAQAAAAAAVkv+x+n9yv8YyP+Q/8H6kP+xPPkfg0173Uzkf6wj+R8AE3MIGgAAdqiqbpjkCiOavru7X7fq+SxobFBubJDvNI9NctKIdjdO8pML9r0uPjWizaVWPosz6e6PJ/nwiKZ3W/FUHppkt4KAY77fW61yAlV1RJJHr3IMlrdVgf1JI5oenuQeVXXhjLtnPpXkX3Yyt22MuacvX1XHrmDsb6qqu2TFz511cEBfN9PdJ2ZclezzJfnrFU/nILj4iDafXfksAAAAAACAbcn/OCT5HwP5H7tD/gczyf9YjvyPb7NJr5vyP3af/A+APeAQNAAA7NzYANFTVjqL5TwvyRdHtLtLVR01ttPu/kSSvxnZ/BFVdd2xfa+R941oc62Vz+LQXjaize2r6mKrGLyqbprkp1fR9zbeM6LN7arq7Cucw58mudoK+2fnxmz2J8m9k9wjQ0BsnidvBdim9t4kp45od5cVjJ0kqarL5GAFPg7a6+Zp/jjJl0e0u3NV/fyqJ7OpthIljhvR9J0rngoAAAAAADCb/I8zkf/xTfI/dof8D8aQ/7EA+R+HtEmvm6eR/7EL5H8A7B2HoAEAYAeq6pgkdx7ZfGzV3V3T3V9N8pwRTc+V5AcX7P73Mm5j7axJXlBVV1mw/732rhFtbrnyWRzaC0a0OVuSR0w9cFVdMskzs7ufN187os35kvzKKgavqvsnuf8q+mY63f3OJK8Z0fSqGX+vPG75GW1vq0Lr20Y0/eWqOt/U41fVBZL8c5JzT933Gjtor5tJvpm08kcjmz+8qn5slfOZp6rOUVW/VlWXWOKxD6+qC61iXiP8SJILjGg35v0MAAAAAABYAfkfM8n/kP+xW+R/MJf8j/Hkf2xrk143k8j/2EXyPwD2iEPQAACwM3dOcsyIdq/u7jGVY/fC2ODc2IrHSZLu/nSS3xjZ/PxJXrpVCXGlquosVXXfqrrVDrt63Yg2d6yqC+9wnGX8S5KvjWj3Q1W1aHBzW1V1bJKXJLngVH2O9LIkY6qxPriqbjzlwFX1wCSPnLJPVmpsNeAxgaX/7u637mQyc7xoRJtzJ3lsVZ1lqkGr6juSvDjJlabqc584aK+bZ/TwJO8Y0a6SPKaqfnfKe26Mqjp/Vf1GkvdnSLI5eolufiHJ+6vqkVV1uUknOMNWwG7M+8QXkvzXiqcDAAAAAABsT/7HNuR/JJH/sVvkfzCW/I855H/MtSmvm2ck/2OF5H8A7C2HoAEAYGfGBobWrgrwGbwkycdGtDuuqi69YN+PTPKKkW3Pn+Q/quo3q+rIBceZq6qOrqqfSvLOJH+X5CI77PLlI9ocleSpVXWeHY61kO7+UpJnjGz+1Kq63U7HrKrvyRAYvNRO+1pUd3824wIGZ0vyz1V1g52OWVXHVNXfJfmzDBvD7A/PSPKVifpaSRXgMxj7HL5DksdP8bpZVTdP8j9JrrbTvvabg/a6eUbd/bUkd0ty8siH/HqSV1bVyu+TqvrurdfaDyf5nYwLUM9yVJIHJHlXVT2/qu64ijXHaarq6klemmTMOuBJ3f31Vc0FAAAAAACYS/7HbPI/5H+snPwPFiD/Ywb5HwfndfOM5H/I/wDYZA5BAwDAkqrqCkluOKLp15M8c8XTWVp3n5rkaSOaVpLjF+y7k9wzyadHPuSIJA9L8paqumdVHb7IeGdWg+tX1V8m+UiSv0py2Z30eZrufnfGVU68WZI3V9UvblUD3C2PGNnuyCT/UFUPqaqjFh2kqi5ZVY9L8h9JLnCIJu9ZtM8l/dXIdudK8vKt7/esiw6yVUn6HkneluS+2zQ7JclbFu2b1evuLyb5hwm6+lrGvW4urbtfm+T1I5vfI8l/V9U1lxmrqi5VVY/PUAF4u+rlb1im733moL1uflN3vynJAxd4yPWTvKmqnlBV155qHlV1WFXdoKp+r6r+L8mrMrzWnm2qMU4bKsn3JXlOko9X1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oys3vDTF77w1qdm/JjKTe6nffVvWb5yTUPjAQBay6WX/K3m+JFHHZMxY8bWdc9x48bliCOPqjnnsi7iAqD3NEEPImVZ3pbkKUmuy4YX/dsTYScXRfHpZsQGzVKW5feT/DJPfCbaPw+nFEXx8aYFBgA0zMKlq7qcs2zF6gZEAgBU8sXPfTZzZle+G8Gp73x3Jk6a1OCIAAAAoLnUf8DG1H8AtI75i1dkxaraOfau7uZcy6KlK2uOL1nedQ1ATyxZUXvdruJqNQuXruhyztIG1kq84IhdcuKhO1cc+/mlt+Wv/7q3YbEAAK3p6iuvqDl+5NFH98m+Rx51TM3xK7uIC4De0wQ9yJRluTDJM5Lc3eHl9pOBiyTvKYriJc2IDZroVdkwOdz+efhgURRnFkXR+aRgAGAAmTRuZM3x1WvWZsGS/pWsBICB4obrr8vPfvrjimP77X9ATnmRy1gAAAAMTuo/oCL1HwAtYt7C5TXHRw6vfTfnmmsvqn1H5gnjRvV47Zrrbla7tuCxRbV/5laz1fjRNcdXr1mbBYu7bpSuh83Hjsg5bz6m4tj8x5fnfd+8rCFxAACt69FHH8msWXfVnHPIIYf1yd6HHFZ73bvuvCNzH320T/YGYB1N0INQWZaPJXlhkjXtL3X4WiT5UlEUE5sRGzRDWZbLsi45/M9snAj7SJKLi6LYrknhAQB9bLuJY2qO3/PI4gZFAgB0tGrlypz1kdNTluVGY0OHDs0ZZ54VdasAAAAMZuo/YEPqPwBax6gRQ2uOr1i5puZ4Lbfe91jN8a23qN3c21Nbb1G7tuDu2Qv7ZN++st2ksTXH75m9qEGRJJ94/ZHZdsvKf74f+e4VmTN/acNiAQBa04ybbqw5vs0222abbbftk72nTNkukyZNqjlnxoyb+mRvANbRBD1IlWV5fZIv5YkL/h0rRick+XTDg4ImWp8cflqSP2TjRNjRSe4oiuL/iqLYp0khAgB95On7T6k5fsUtsxsUCQDQ0be++fWqp/i+4lWvya677d7giAAAAKD1qP+ADan/AGi+saOGZfyYETXnzO/FHYYvn/lQzfHD9prc47VrOWLvLmoLbq4dV6t5+kE71By/fOaDDYnjqH23y2ueuVfFsatveTj/e4GGIgAgueXmm2uO7zl9ep/uP32vvWuO33pL7fgA6J3aR60x0H0yyVuSjMzGpwG/vCiKj5ZleV+zgoO+VhTFtAovvyPJPUnennWfh/bPxIgkr0nymqIoZiW5PMkVSe5LMj/JY0l6fmV2E/hcAkD9tLUVecGhO9ac89cbGpPYAwCecNedd+bb//vNimOTp0zJm9/69gZHBAAAAC1N/QeDmvoPgNay386T0tZW1Jwz6+EFPV7/37MezUNzF2fyxMp3Mt5/562yzRajM7vOdw9+5pN3qDl+yQ3313W/vtTWVuTkI3etOeev/7q3z+MYOXxIvvKOYyuOrVq9Jm/78kV9HgMA0D/cdustNcf7+iD93XbbPZde8req47d2ER8AvaMJehAry3JuURQ/T/KqPHGhvz0ZNjTJaUne06TwoBHuyRP/zVfS8UTgjt/vnGSnJK/sm7BqKuN3N0BDtLUV2WGrsZk6cWwmjhuZUcOHZM3aMktXrM7jy1blwXlL8sC8JVmyfHWzQ6UX3vTMPbLHdptXHX9g7pL89uq+T+wBAE9Yu3Ztzjrz9Kxatari+IfPODOjRo1qcFQAAADQutR/gPoPgFZy/JNrH0S+cMmK3P/o4z1ef+3aMt+84MZ89FWHVRxvayvynlOelPd987Ie79HZyUfumt2226Lq+L/vejRX3fJw3fbra29+zr7ZY9qWVccfePTx/ObyO/s8jtNffkh2mbJ5xbEv/fr6zLxnXp/HAAD0D/fee0/N8Wnbb9+n+0+dVnv9++5VZwrQl1xIpT0J1lF7QuwlkQRj4Kt95OQTc9pPBd6U9wHQz0ydODYfftH+OWafydlvhy0zZuSwLt8za/aiXD9rXi6d8XD+fP0DeWDukgZESj0cusdWOfOlB9Wc87nf3pQ1a2vVzAAA9faTH/8w/77h+opjz3jW8TniyKMbHBEAAAD0C+o/GOzUfwC0gLa2Ii88areac66Y+VDKXqbhv3X+TXnH8w7IhHGVD019wwn75Dt/mVmXJtrNx47IWa+u3HDd7ou/vq7X+zTKYdMnV20gb/fZn1/b57US++00Kac+/4CKY/fMXpiP/+jqPt0fAOg/yrLMQw8+WHPOtC6alHtr6rRpNce7ig+A3mlrdgA03d+TrF3/vD351W6boigObnxI0FBllUdnRYdHrff15QOAPnb03tvmv045IIftsXW3GqCTZKdtxuXkw3bMl954WG772ovy57OOz4uP2ClD2tRLtLKTDt4+v/nwM7LZqOp/z5fNfDjf+NMtDYwKAJj98MM594ufrzi22Wab5f0f/K8GRwQAAAD9hvoPBjv1HwAt4KRDd872W4+rOef8q2f1ep/HHl+e93790qrjI4cPza8/+txMnjCmV/sMHzokPzvjOdl58uZV5/zthvvz44tv7dU+jfLcw3bOb89+bjYbPbzqnMtufCBf/8ONfRpHW1uRr5x2bIYNHVJx/LSv/i3LVqzu0xgAgP5j3ty5WbFiRc05k7baqk9j2GqrrWuOL1u2NPPm9f4AHgAq0wQ9yJVluSjJPTWmHNOYSKCpigqPTZ3f1w8A+okjpm+Tb592dK77wgty8mE7NjscOnnSLhPziw8elx+/72kZW6PR/d5HHs8bvvz3BkYGACTJx88+K0uWLKk49o7T3pVJk/o2aQUAAAD9lfoPSKL+A6Cp2tqKnPGKQ2rOWbFqdX719zvqst9PLrkt3/nzzKrjU7faLP/4wkty1L7b9Wj9Xadsnks//6IcuU/1989duCxv/sJfe7R+Iz15963zy4+elJ+c/pyMHVW9AfreOYvy+nP+3OfxnPq8A3LQrpUbiX7599vzl2vv7fMYAID+49FHH+lyzsSJk/o0hgkTJ3Y559FHuo4TgJ4Z2uwAaAmzkuyUyieN7tPgWAAABoRdth2X773rmLzkyJ3y9m9ckTkLljU7pEFl7Mih2Wz08EwaNzJ7T9si++64ZZ514NTsOnl8l++955HHc/xH/5QH51VuwAIA+sYfLzg/l136t4pj++63f0558UsbHBEAAAD0O+o/AICmeeMJ+2T69hNqzvnBhbdk/uLad/HbFG/90oUZPWJoXnTM7hXHt50wNhd8/Pn53ZV35dzf3JArbn6oyzV3n7pF3nrS/nnFsXtmdI3D1RcsXpETT/917nvk8R7HX29jRw3LuNHDM3H8qOy9w8Tst/OkHH/wjtl1yhZdvvee2QvzzA/+Mg/MXdynMe6wzbicXqVZfsHiFTXv8A0ADE4LFiyoOT527NgMH179oJd6GDVqVEaPHp2lS5dWnbNw4YI+jQFgMNMETZLMr/J6kWR6IwOBJqmUAAaAujjhSdPyj50m5JRPXZQbZs1rdjgDxr3/99JMHDey7uv+8oq7c9q3rsj8xSvrvjYAUN3CBQvy6U9+vOLY0KFDc8aZZ6Wtra3BUQEAAEC/o/6DwU79B0CTTNtqs3zsNYfXnLNy1Zp89uf/quu+ZZm89pw/59b7H8t/vewpGTpk41zCkCFtef4Ru+b5R+yaRxcuzVU3P5xb738sCxavyKKlKzN6xNBssdnI7LjN+Bw6fdtM22pcl/vOenhBXvGJP+aGux6t68/Tlft//MZMHD+q7uv+8u+35x1fvriuDerVnPuOYzOmSnP5md+9IrPnV28sAgAGp4ULF9YcHzN2bEPiGDN2rCZogCbRBE2SVLpqUWZdEmyrBscCjVY0OwAABr7JW47JX846Pid/4sL8/ebZzQ6HCq6fNTef+Pm/c/619zU7FAAYlM759Cfz2LzKB8a84pWvzm6779HgiAAAAKBfUv/BYKb+A6BJ2tqK/O97npHNRte++965v70+d8+u3cDSE2vXlvnEj6/JRdfdl/95/RE5fO8pVedOGj86Jx66c048dOce7bVmzdr88OJb896vX5rHl/X/w9Wvu2NOPvHja/KHq2Y1ZL9XHLdnjj1gWsWxq295ON+64MaGxAEA9C+LFnXRBD16TEPiGDNmTGodgdNVszYAPacJmiTZosZY10faQf/12mYHAEDruGv2olx7x6OZed/8zLxvfu59ZHEWLl2ZRUtXZtnKNdli7PBsOXZkttxsRA7ceWKOmL5NDttz60zq5t2Ix4wclp9/8LiccNafct1dc/v4p6E7HlmwLOdfe19+cfnduWTGw80OBwAGrauuvCK/++2vK45Nnjwlb37bOxocEQAAAPRb6j8YrNR/ADTRma88NEfus13NOfc/8ng+8eNr+jSOa26bnePe/4scvd92ecPx++QZT9o+40aPqMvay1aszm+vuDOf/Mk1ue3++XVZs1nmzF+a86+elZ9fensu+ff9Ddt30vhR+eQbjqw4tmr1mrz9yxenLBsWDgDQj6xcUencvyeMGjWqIXGMHj265nhXcQLQc5qgSWqf9lv7f6WhHyvL8rvNjgGA5vr7zbNz/j/vy5+uuz93PLSo5ty5i1Zk7qJ1Fyiuuu2RfPWCm9PWVuQFh+yQdz13n+y/04Qu99ts1LD86L1PzeHv/13mPe5iR7PdN3dxHpi3JAuW9v/TmQGgv1q2bFnOPusjVcc/dPpHGpasAgAAgAFA/QeDkvoPgOY54eAd895TnlRzztq1Zd70hb9m8bJVDYnp0n8/kLsfXph/3T4n73/xk7PFZt073L6StWvLfPtPM3L6ef/IwiUDo7bg/kcW5YFHH8/CJY2tW/nsm4/OhHGVcz7n/uaGzLjHDQUAgMpWrar978ghQxvTGjdkSO19uooTgJ7TBE2SbJ+k2vlpunMAgAFlwZKV+cP5M/Otv9zaZeNzV9auLfOLK+7OL664O6ccvmO+9MbDMm708JrvmTpxbL78psPzsnMu7tXe9N6TdpmUJ+0yKWe8+MD8685H8/nfzshvrr7HycIA0EBfPfdLeeD+yncZePoznpmjjj6msQEBAABA/6b+AwBomOnbT8h5739m2tqKmvO+/vt/5283NOaOw885ZKe854UH5ZDpk+uyXltbkTecsE9OPnLX/Omf9+Tc316f6+54pC5rN8uTdt8mT9p9m3zklYfmX7fPyed+cW1+ffmdfVor8awn75BTjt694ti9cxbl7B9e1XebAwD9XpdN0EOGNCSOrvbRBA3QdzRBD3JFURyQdScBl0kqXYla0tiIAAD61pEf/H3WrK1/5ubnl9+d6+6alx++56nZZ4cta8597lO2zzP2n5K/3PBg3eOgZw7aZVJ+8J6n5vpZc/OGL1+WWx9Y2OyQAGDAu3nmjPzw+5Vv0jN27Nh84L9Ob3BEAAAA0H+p/wAAGmnS+FH55ZknZtzoETXnXXvb7Hzw//7e5/EcvPs2OffUY7PPjhP7ZP0tNhuZlz5tj7z0aXvkwuvuzRnnXZ4b7nq0T/ZqpIN22zo//K9n57o75uT15/wlt97/WN33GDtqWL70tqdVHX/nV/+WZStW131fAGDgWLt2bc3xVmmCXrNmTUPiABiMNEFzUpXX2xNiDzUqEACARuiLBuh2d81elGee+cf86axnZd8dJtSce+ZLD9IE3Qsf+M7VGTGs8gWlYUPbsvno4Rk/ZkS22nxkDtxpYnbfbnyGtLV1ue4BO03MPz51Ut533tU578Lb6x02ALDe6tWr89GPnF41AfSO096dSZO2anBUAAAA0K+p/wAAGmLMyGH59ceemx22GV9z3tyFy/LyT1yQVatrN630RltbkQ++5OB86KUHZ+iQrmsC6uG4A7fPUftsl7N/eFU++/Nr+/QOyp2975uXZuTwyqXfw4a0ZfzYEdl8zIhstfnoHLjrVtlj6pYZ0o0/lwN33TpXfOmlee83Ls23/zSjrjGf/ZrDM3WrzSqO/ervd+RP/7ynrvsBAAPP0KG1W99Wr27MgSpruthn2LBhDYkDYDDSBD2IFUUxPsnbsu4U4ErKJHc3LiIAgP5v4dKVOeVTF+XyT52UieNGVp23/04Tcsze2+aSGQ83MLqB4yd/n7VJ80ePGJpj9tk2r3/67nn6/lNqNkSPGj40577p8IwcNiRf++MtvQ0VAKjgu+d9O7fdWvl/Z/feZ9+86CUvbXBEAAAA0H+p/wAAGmXY0Lb89Izn5KBdt645b+nyVXnR2b/PfY883mexFEXyv+9+Rl76tD26Nf+KmQ/lspseyOUzHsy9cxZl/uMrsmDJiowdNSxbjB2Zbbcck0Omb5tDp0/O0w+alhHDqpdYDx82JGe/5vAcvPs2edn/XJDVa/qu0bujn/zttk2aP3rE0Dx1/6l5/fH75BkHbV+zIXrUiKH5yqnHZuTwIfnq7/7d21CTJE/ZY5v8vxP2qTi2cMmKvPcbl9ZlHwBgYOuqubhRd2Be1UUT9FBN0AB9RhP04HZWkolZl+wqqsy5oWHRAAAMEA/MXZIPffeafOsdR9Wc97Kjd9EE3SBLV6zOBdfenwuuvT87br1ZvvzGw/LUfSfXfM85rzskC5eszI8uu6tBUQLA4HDfvffmG187t+LY0KFDc8aZH0tbjQNLAAAAgI2o/wAA+lxbW5HvfeD4HHvAtJrzVq5ak5d/4oJceXPf1kN8811P77IBeu3aMj+55NZ8/hfXZcY9cyvOWbB4RRYsXpG7Zy/MFTc/lORf2WaL0Xnrc/fPW07cL2NHDa+6/omH7pwffuj4vPwTf2xYI/SmWLpidc6/+u6cf/Xd2XGb8Tn3HU/L07r4+/vsm4/JgsUr8qOLb+3V3sOGtuWrpx1XtfH6o9+9Ig8/tqRXewAAg0NXd4JetWpVQ+Lo6o7T7gQN0Hc0QQ9SRVG8Mck7Uv0U4HaXNyAcYJAoiuJtSd7ayD2H7f/yDNvl2EZuCZAk+dFld+XUE/fOPjtsWXXOs588NUOHFFm9pqt/klFPd895PM85+8/5f8/YI+e87ikZWuOk48++/pBcfuuc3PvI4gZGCAAD28c+ekZWrFhRcexlr3hV9thzzwZHBAAAAP2X+g+gGZpR/zF0+skZuv2RjdwS6ORrpx2X5x2+S805a9aszRs++5f86Z/39Gksrz9+77ziuOk158xduCz/73M9i2X2/KX5yHeuyA8vuiU/+NAJ2XuHiVXnnnTYLjnzlYfmjO+09j+37p69MM/+8K/zxmfvm8+++eiatRKff+sxuXzmQ7l3zqIe7/e+Fz0507efUHHsn7fNzjfOv7HHawMAg8uo0aNrji9durQhcSxdUvsAl9FdxAlAz2mCHoSKonhXks90fKnD845JsYVJLmtIUMBgMSlJ7avPdVaueLyR2wFs4Cvnz8zX31Y9Eb/5mBHZb8cJ+dedlU8bpm996y+3ZtnK1fnaW45IW1vlG2OMGz08X3nT4XnO2X9ucHQAMDD96pc/zz+vubri2OTJU/KWt72jwREBAABA/6X+A2iixtd/rHRoMTTTZ990dF719K4/9u849+L8/LLb+zSWHbcZn0++ofahCI8sWJpj3v2z3D17Ya/2uu3++TnqXT/Nnz7xghy8x7ZV573r5ANz/tWzctUtfXv363r45vk3ZumKVfnGO59eo1ZiRL566rF59od/3aM9dp+6Rd7/4idVHFu1ek3e/uWLUrpfAADQTePHb15zfMnixvz/xcVLau8zfvz4hsQBMBhVP8aLAacoigOLorgyyTl54u++0hWMIuuSYb8qy3JVo+IDABhofnfNfVm5ek3NOU/ZbasGRUMlP7jkznzqV/+uOeep+07OgTtXP9UZAOieeXPn5vPnfKbq+Ac/fIZTcQEAAKAb1H8AAI101qsPy1ufu3+X8z7wrcty3p9n9nk8H375UzJ21PCq48tXrs6Lz/5Drxug2y1bsTovPOv3Ne+KPGRIWz775qPrsl8j/ODCW/LJn1xTc87TDpiWg3bdukfrf+204zJiWOX7dH3ltzfkxlluFgAAdN/mm29ec/zxx6v/O62eFj9e++ZsXTVrA9BzmqAHuKIotiuK4tSiKK5K8s8kB+eJJFdXvtCXsQEADHQLl67Mjfc8VnPOblOc/NZs5/z6xtz7SO2LU6c+Z68GRQMAA9cnPv6xLFpUueDouKc/M0cf89QGRwQAAAD9h/oPAKAZ3veiJ+f9L35yl/M+9v0r86VfX9/n8Wy75ZicctRuNed84w831v2OzI8uXJb3f/OymnMO3HXrHLnPlLru25c+87N/1mzsTpJTn3/AJq/7pufsm0OnT644du+cRTn7B1dt8poAwOC2+eZb1BxfuXJlFi3q20bohQsWZNWq2mcMdhUnAD1X+ZgtNklRFK9qdgxJRibZbP1jyyR7JdknyYT14x1P/C0rvNb+esdTgGf0WbQAAIPEDbPm5Um7TKo6vv2ksQ2MhkqWr1yTT//qxnzlzYdXnfOMA7dLW1uRtWu7U0sGAHR2ycUX5a9/+XPFsbFjx+YD//XhBkcEAAAAG1P/AQDwhLc9d/987DWHdTnvc7+4Np/4ce27CtfLy562R4YPG1J1fPGylTnnZ9f2yd6/u/KuXHvb7Dxp922qznnTc/bN3296sE/2r7flK9fkUz+5Jl897biqc5755B02qVZiyoSxNf+bedfXLsnSFas3OVYAYHDbdtttu5zz2Ly5GTduXJ/FMG/evC7nbNONOAHoGU3Q9fGddO9k3UarlOSq9HrHsSR5PMlpfRIRDDBFUUxOsn2SyUkmJRmVdUnpJFmeZFmSR5I8nOTesiwfakacADTPfY8urjk+afzImuM0xgXX3pc1aw/NkLa2iuPjRw/PfjtsmetndX0hCwDY2Dmf/mTVsbed+s5stdXWDYwGAAAAqvpO1H/AoKT+A2BDr3vW3jnnTUd3Oe9rv7shH/725Q2IaJ2j9t2u5vhfrr03cxct67P9f3TxrTWboLuKr9Wcf/XdWbNmbYYMqVIrMWZE9t95Uq6745FurffhVzwl40aPqDj2m8vvzB+vubvHsQIAg9foMWOy+eabZ8GCBVXnPPTQQ9lhx536LIaHHnqg5viWEyZk9OjRfbY/wGCnCbq+KiWXmqlzYq5afB2TY2uTvM6FethYURRtSQ5PclySI5Psm2SLTVxjfpIbk1ya5MIkV5ZlubbOobayR5Pc3MgNixGbTW/kfgCdLVy6sub4qOH+Sd4KHlm4PNd3cdfug3aZqAkaAHpowYL5FV8fO3Zshg8bnl/94ud12+uWm2fWHL/v3nu63O+gJz8522+/Q91iAgAAoN9R/wEDmPqPumh8/cfwseo/oEFe+rQ98uW3P63Leef9eUbe/fVLGxDROkWRHDK99t31Lrzu3j6Noav1J40fnT2nbZlb7nusT+Ool0cWLM31dz5Ss7H7oF237nYT9MRxo6qO3XT33LzmmXttcozV7Dal9v90jxk5rMv97nhwfi6f4Z/LANAfTJmyXc0m6PvuvTeHHX5En+1/33331RyfMqV/HYYD0N/ouKiv/nAacFc+WJblr/okEuiniqLYLcmbkrwsyVYdh3qw3JZJjl7/+EiSOUVR/CDJN8uyvLO3sba6siy/kuQrjdxzzCnnteLvZmAQWbm6dq3DsKGVT9Ol8e55ZHHNJuhJNZJ1AEDPLF68OGef9ZGG7nnDDdfnhhuurznnY//9CU3QAAAAg1sr5hjVf0Avqf+on2bUf4w64Yut+LsZBpwXHLFLvvmup6etrfavxp9eclve9qWLGhTVOpPGj656l+F2194+p09juOPBBVmweEU2H1s9jt2n9p8m6CS5Z86imk3Qkzavzx0Nz3jFIXVZp7smjh+Vr512XM053//rzZqgAaCf2HmXXTNz5oyq4/fcc3ef7n/P3bXX33mXXfp0f4DBTsdFfRUt+KilXP8o1n89tSzLc3r1JwADSFEUuxVF8ZMkM5O8M8nW2fDzVfbw0XGNbZK8J8ktRVH8sCiKnRv04wHQIF3d6Xn5yjUNioSuPLJgWc3xLTernUwFAAAAAGDAaHath/oPqCP1HwDd8+yn7Jjz3vesDB1Su7T4t5ffmdef8+eUDT6aYMvNRnY5Z+7C2nn/euhqj+7E2Uoemb+05viEfvbzAAAD0x7Tp9ccv/WWm/t0/67W32OP2vEB0DuaoAen9gvxybqL8A8mObYsy3ObFxK0jqIohhRF8dEk/05ySpIhqZz0SnqWmK6UFBuS5CVJbiqK4vSiKIb06Q8JQMNsvXntuwcvXr6qQZHQlceX1f67GDXc/zwDAAAAANBS1H9ADeo/ALrvuAOn5QcfOiHDh9X+tfWnf96TV37qj1mztvE3Z9+iGweXz13U903Q87rYY8tx/atpeNGylTXHR46offg/AEAj7Lln7Sbj2269JWvW9M1NiVavXp3bbru15pw99tyzT/YGYB1N0INDtQv3K5J8KsmeZVle2qTYoKUURbFtkkuTnJFkRDZMfiWbdtp2xS0qvL9jMmxkkrOSXFwUxdY9+ykAaCU7bbNZzfGHHqt9oi6NM6aLxN3SFasbFAkAAAAAAFSk/gO6Sf0HQPcduc+U/PT052Tk8No587/dcH9e8t9/yKrVaxsU2YbWrOm68XpEF03c9TCiqwPUG98f3itjRgyrOb7U4f4AQAvYa+99MmJE9UNxli5dmptnzuyTvWfcdGOWL6t+EM6IESMyfa+9+2RvANbRBF1fnZNNrfJINrzo/mDWXWTfvizLD5VlubgP/iyg3ymKYrck1yQ5NNWTX5315PO4wbapnAw7Msk1RVHs3NufC4DmevKuk2qO3/vI4w2KhK5MmTim5vj8xbVPPwYAAAAAYMBodp2H+g/oBfUfAN33lD22yS/PPCmjR9ZuhL18xoN54Vm/y4pVfXN3ve5YsqLrZtyJ40f1eRyTuthjaTfibCXbTRpbc3z+4hUNigQAoLoRI0Zk/wMOrDnnqisv75O9r7ryiprjBxz0pJoN2gD0nibo+ul8umcrPVYk+XuS/05yWFmW08qyPKssy0f76g8D+puiKHZJ8rckU/JEAizZOPnVVZK51qPa+zvv0/761CSXFkWxY69/QACaYo/txmeHrWrfCXrGvfMbFA1d2Wf7LWuO3z1nUYMiAQAAAACgif4/e/cdJ1tZ3w/881xu5dJ77ypgQeyCKFFEbBQVOyoaoyZGjUYTk9ijib9EDcZYI9gQY1SKLSoqoih2QEEBaVLupXcu7d7n98fueGf3zsy22ZnZ2ff79TqvnTnnzHO+Q3b2xvMt0+8aD/UfMAPqPwAmb989tspJ7zw8G66/uON5vzh/ZY542ym54657exRZa1ffcMeE52y/ReeG3plavHC9bLnx+h3PueamieMcJA/ctfNw/4tX3NSbQAAAJvCoR+/X8fh3T/3OrFz31O98q+Px/fbbf1auC8BaC/sdwJD4dL8DSLI6I8muO5PckOTqjEz8PT/JJbXWVhNIgSSllA2TnJxk24xNbDUbn7BquDHJr5NcmOTmpi1JNm7a9kiyb5Lm7qrxibTmn4392yU5uZTy6Frr7VN6YwD03fMft8eE55x5/jU9iISJ7LzVBtlj2406nvP7K2/ueBwAaO9HZ/6iZ9f6yH/9Zz764Q+1PX7oYUfkXe/5157FAwAAwJyi/gPmMPUfAJN3/102zynvOjybbND5G+vOvujaPP0tJ+XWVXf3KLL2rrtlVW694+6OTdsH7rNjzvjtVbMWw/4P2C6LF63X8ZxLV86dAes7b71R9th+k47nnH/55If7P/tdX5thRJN3wAO3z7ff+6y2xy+7+pbsefRxPYsHAJh9Tzz4kBzzgfe1Pf67887NpZdcnF123a1r17zwwgty4QUXtD1eSslBBz+pa9cDoDVN0F1Qaz263zEAM/LhJHtl4gRYyUjC+btJPpvkh7XWP07lQqWUHZPsn+SoJAcnWS9rk2HN122eRnz/JP+V5CVTuRYA/bXJ8sV56UH363jORStvySVX39qjiOjkhQd2bli/+Y67c86lN/QoGgAAAAAA+kH9B8x56j8AJmGP7TfJ1/75iGyx8bKO55132fV52j+emJtuu6tHkU3snIuvzf4P2L7t8YMfunPeffxPZ+36T3rYLh2P37t6Tc677PpZu363HXXQ3h2P33z7XTn74mt7FA0AQGc77rRTHrTPg3PO2We1Pefzx38u//BPb+3aNU/43Gc7Ht/nwftm++136Nr1AGhtQb8DAOinUsrBSV6Q1gmw5uTUXUn+OclOtdZDaq3HTzUBliS11strrV+otT41yfZJ3p5kVdYmvcZPHG5c/6hSykFTvR4A/fOO5z80m04wMfkrP76kR9HQyaYbLM6rntw5sXfab1ZkzRpfrgEAAAAAADCI1H8ATM5OW22Yb77nGdlms+Udz7vwyhvz1H/4Sq67ZVWPIpucM3+3ouPxR+y5bfbbe7tZufZmGy7NS550/47n/OaS63LHXffOyvW7bdMNluQvD92n4zmnnXW5WgkAYKAcfsQzOx4/+aSv5Nprr+nKta5euTJf++rJHc857PBndOVaAHSmCRqY797b9Hh8Aqyx76tJ7l9rfWuttfNd1CmotV5Ta31nRqYQn9h0/VZ3Dcu4WAEYYIc/auf8+cF7djzn3tVr8unvXdijiOjkP16+34QN65//wR96FA0AAAAAAADToP4DYALbbrY83/yXZ2SHLTfseN6lK2/Ok//+K1l54x09imzyvv7Tiyc85x0v2W9Wrv13z314Nl7eubbgGz+dO8PwP/jqx2fTDZd2POf47/2uR9EAAEzO0w49LJttvnnb43euWpVj3v++rlzrP97/b7nrrrvaHt988y3ytEMP68q1AOhMEzQwb5VSnppkn6ydtpuMnf5bk7yu1npYrXXW7k6OTgd+ZpJXJ1nTFEea4kiSB5dSnjxbcQAMsz132DibLF/ck2s9/kHb5b//+rETnnfiTy7NJVff2oOI5o4H77p5tt+887Tpbnv78x6SZ+23a8dzLl55S775y8t7FBEAAAAAAABTof4DYGJbbLQs33jPM7Lbtpt0PO+Ka2/NIW/+Sq68/rbeBDZFPzlvRS5ZcXPHcx7zgO3zzi43Qh+x/x559WH7Tnje/55+/pTXfvDuW2aHLTaYTljT9o4X75dnPfa+Hc+5eMVNc6qpGwCYH5YsWZIXvPBFHc/56ikn5bunfmdG1/nW/30j3/j61zqe84KjXpzFi3tTmwww32mCBuazl7bZ30g8/Xmt9YO9CqbW+uEkRzfvanHan/coHICh8oQHbZ/ffuhZ+btn7pPNJvjG35l4w+EPzFfe/MQsW7yw43l33HVv3nbCL2ctjrlq/722zm/+85l5/8sele02W39Wr7Xx+ovzsb96TN74jH0mPPfdX/x1Vq9p9c8yAAAAAAAAA0D9B0AHGy9fnK+++/DsudNmHc9bccPtOeTNX8llV9/So8im50Mn/3rCc9747IfntUdM3LQ8GQc/bOf89xsOzoIFpeN5//fzS3P+5TdOef3HPGD7/PaTL84H/vLAbL/57DZDb7x8cT7+N0/Mm57z8AnPfdfnzlQrAQAMpBcc9eJss822Hc95yz/8XX5zzjnTWv+cs8/K29/yjx3P2W677fOCozo3YwPQPZqggXmplLJhkqdkbKKpeQLw+2qtn+p1XLXWzyX5f1k7mfhPh0b3PXk0dgCmaNMNluStz31Ifv+RI/OhV+yXR91vq66t/aBdNstJ//jEvPMFD8uihRP/v9jv+eKvc9k1gzk1ud+WLFovrzhkr/zmP5+ZT7z6gBzykB0m9d90shYsKHn+Y3fPWcc8Iy888D4Tnn/qWVfmCz+8uGvXBwAAAAAAoHvUfwB0tnzpopz8zsPz4N0710hce/Mdecqbv5KLrrqpN4HNwLH/99tcurLzt0Enyb++/LE54R+fmk2nOSx/0cIFeedL9suJbz8s6y9d1PHc1avX5F2f+8m0rpMkSxYtzCuftk9++8kX57/fcHCe/Ihdu18r8fg9c/bHX5yjnrj3hOd/55eX5Qvfn/q3WgMA9MKyZcvyt2/6+47n3H777XnVX7w0Pzjt+1Na+/vfOzWv+ouX5Y477uh43hve+HdZunTplNYGYPo6f0UdwPB6TJIlGZv4arg4SefRPbPrrUmemWT3rBvfkiQHJPlGf0ID5qv999o6e2y70ZRes/mGE/+P+xc/fuIm1PF+dN7VuWjl9KcOL1+6KEcfdL8cfdD9cvl1t+X/fnVFvnf2VfnpBdfk6ptWTXqdTZYvzgH33yYvP3jPPGGf7Sf9uq/9/I/5wCm/nU7oHT14182zz66dpzZPx7P22zXX33rnlF5z9iU35KxLrp/RdZcuXpjnP26PPP9xe+Sm2+/K139+eb716yvy0wuuyRXX3T6ltRYtXJB9dtksR+6/W458zK7ZepPJfcv0VTfcnld8+IfTCR8AmKd++Yuf57JLL53Sa266aeJvhfjKl/53yrE89OEPz8477zLl1wEAAADMMeo/ADr49N8dkkfu1flb8pLky6dfmEftvW0etffE53bDyhtuz//9/NJpvfbOu1fntR/+fk5+5+ETnnv4/nvkCfvulE9/+9x8/Ovn5MIrb5rwNVtvun6OOmjv/OWh+2TbSX4z80e+enZ+deE1kzq3k6WLF+YFT9grL3jCXrnptrvytTMvyrd+cWl++ruVufzaW6e01qKFC/Lg3bfMkY+9X4583H2zzWbLJ/W6q667La/4wHemEz4AQM888UmH5ClPfVq+8fWvtT3n1ltvzWtf/ao8+SlPzV+88i+z6267tz33oj/8IR/76H/lW9+c+H+mP+VpT89BBz9pWnEDMD2aoIH56jEt9jWSTe+utd7T43j+pNZ6TynlPUmOzdjkXMP+kQQDeuxFj7/PpL41d6o+/KpWf447e8V//XBGTdDNdtxig7z84D3z8oP3TJKsuOGOXHDVzbnk6ltz9U2rcuNtd+XOu1dn9ZqaTTdYnE03WJLNN1ySh+y+RfbecdMsWDB+cHtnZ55/TV72w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bro5FNOdzkiAACQTAb2aadG9bId5wwfMdGlaOJPVqV0DTqso+OcN8N8CvCshas1ZdYy9Ti4WcA5Zw3qoQde/jas+wIAAACAl22i/gNICtR/AADKYvIfk7Rx48aA4+np6Tph8Elh3XPwyUP19JOPKy/P/10IN27YoCmT/1DPXr3Dui8AAEg8f8xcqrMG9Qg4Xr92NRejga/vfpute68a7Dinfcv6+u3PReXeo3rVSo7jsxetLvfaTmYtXOM4XqFCqqplZWrL9l0R2R9AYqEJOnSLJLXQ/sSXrwsVw0kwY0wtSYMUOH6p6DUC8MNau1KS/1tcAgCQpAoKCvTIA3eroCD/gLHU1DTd/J97ZIyJQmQAACBZXHhyL8fxnbl79dn3U12KJv4M6NVWmRkVA46v37xDY6csDPu+n4z+07EJetBhHWmCBgAAABBJ1H8ASYz6DwBAIGN//cVxvP9hR6hy5dDuzueratWq6tf/MP3y808B5/z26y80QQMAgKA2BLnDb+XMwLUBiLyZC1drx87dqpqVGXBO80a1QmqCTq/o3Dq4eVtkmpA3bQ1+d+nM9AoR2RtA4uG+8aGbF+Bxq6JTgQcbY1q7GE9ZXSspvfjrQJ0oc12KBQAAAAng4/ff1sL5/n+FPOu8C9WydRuXIwIAAMmkZvXKOuHwgx3nfP7DX9q1e59LEcWfI3se5Dj+44R5Kix0qqkvn+/GzXEc79SmoWplh7eQDAAAAAC8UP8BAACAA/wxcYLjeP/DD4/Ivv0PO8JxfGKQuAAAACRp+87djuO5e6idiLb1QRrVq1cJ3CBdGjuC/DsQqfqZ0qy7Y9eeiOwNIPHQBB263/085p1MSpX0vEuxlIkxprmkG3XgKcDe32+TNMutmAAAABDfVq9aqTdeedHvWP2GjXTxZVe6HBEAAEg2Zw/qofSKzifFvj1iokvRxKcjD3Vugv75j/kR2Xfxio1avmZzwPGUlJSgsQEAAABACKj/AAAAQAkbN27QkiWLHef06tUnInv36uO87uK/F2nTxo0R2RsAACSO2jWqOI5v3hqZuwCj9ILdMTkjxLslB7vTc43qlUNaP5CaQdbdl5evHJqgAZQSTdChGyMpv/hr7+SR0f7TgAcaY250OzAnxpiKkj6RlOF5yHeKiuL/yVob/tu6AAAAICE99uC92rvX/4cSN952p9IzMvyOAQAAhMsFJ/d2HF+wdJ0mzljiUjTxp1pWpto0q+s4Z+L0yP39TZqx1HG8e4cmEdsbAAAAQNKj/gMAAAAlzJ4103G8Xr36qle/fkT2btiwkWrXru04Z/ZszrgBAADOGtXLdhxfunqTS5EgkMyMio7je/fmO44HM3/JOsfxejWdG+XLq27Nqo7jy1YHPiQfAHzRBB0ia22OpNE6MIn0z5TisUeMMWe7FpgDY0yqihJg3bU/vkA+dCUoAAAAxL1vv/5SUydP8jt21MDj1KtPf5cjAgAAyaZ7+yY6uE1DxzncBdpZ57aNHMe37siNaCLqr7krHMc7H+QcHwAAAACUF/UfAAAA8DVv7lzH8Xbt20d0//YdOjqOz5/nHB8AAMAxfdo5jo+fttilSBBIo7rOjepbc3JDWn/CdOd/xr26tAhp/UD6dWvlOB4sLgDwRhN0eLwY4HFPcslKSpX0tjHmGndC8s8YU13SKEknqeTJxR7ej62S9JULYQEAACDObd2yWS8+87jfsaysKrr2pttcjggAACSjC4f2cRzPyyvQ+yMnuxRNfArWZDzn7zUR3X/WotWO453bNo7o/gAAAACSHvUfAAAA+MeC+fMcx1u3OSii+7cJsv78IPEBAIDk1rhetnp3DtzgmpdXoF/+WOBiRPDVuF62amVnOc5ZsjK0u3Vv3rZLU2YtCzheO7uKenRsGtIe/hzXv4Pj+K9/LAz7ngASV1q0A0gE1trvjTF/SeqqA0/W9U6EpUl62hjTX9JV1toNbsZpjBkg6TVJ3v918ncKsFFRvI9bawvdiA0AACBZFRQUaO2aVVq/dq22bduqvXv2KCU1VRkZGapcOUu169ZVnbr1VKlS5WiH6ujpxx7Sju3b/Y5dPuw61axV2+WIAABAsslIr6DTj+3mOOe732drw5YclyIKrEn9bDVpUFN1sqsoM7OirLXasydPObl7tGbDdq1at1Xbd+6OSmytmtZxHP97RWQ/0ly8YqPjeHbVSqpZvbI2b9sV0TgAAAAAJCfqPwAAAOBt+fJljuNNmoa/WcRb4ybO669Yvjyi+wMAgPj2+E2nKi0tNeD4iJ+na+1G/3WfcEewRmFJmrdkbcj7vPTRWL11cLOA4zdffIzOuOG1kPfxOKRDUx3dO/BdyNdv3qEvf5oetv0AJD6aoMPneklj5f90XQ9PguwUSQOMMY9Jes5amxvJwIwx7STdJ+lUlUzK+SbAPI9ZSQskvRTJuAAAAJLV+nVr9cYrL+jPyZO0aMF87dkTvMGlQcPGOqhde3Xv0VO9+vZXvfoNXIi0dMb99ot+/nG037EOB3fWkNPOdDkiAACQjIYe3UXVq1RynDN8xESXoimpRrXKuun/BurIngepW/smQeOUpFXrtmra/JX6/c9FGj1ujhYtd6eevlmDmo7ji0M8YTiYleu2au++PKVXrBBwTrMGNWmCBgAAABBJ1H8AAABA1lqtWb3acU6TIE3KoWrcpInjeLD4AABA8hp2zhE6eUCXgON5eQV64s0f3AsIfp153CGO43MXr9WmrTtD3uezH6bqjsuPV6sm/g/GH3xkZw3o1VY/TZof8l4V0lL1xC2nOc555ePftC8vP+S9ACSPlGgHkCistb9L+p/2J5F8+Safqkt6UNJqY8yzxpge4YzHGFPZGHO6MWa0pFnanwCzCpwA8yiQdCmnAAMAAETGX39O1luvvaxZM6aVqgFaktasXqlfxnyvJx6+X6edOFBX/esC/TBqpPLzo/shQO6uXXrqkf/6HUtNTdPNd9wjY/zdfAIAACC8Ljy5t+P4mg3b9P34OS5FU1LH1g30wDUn66iebUvVAC1Jjepla/ARnfTYTadq5oi7NfHDW/Wv0/opMyNwc3A4NG1Qw3E80qdAW2u1YbPz3bqbNXRu1AYAAACAUFD/AQAAAEnavGmT9u7d6zindh3/TSThUqdOXcfx3btztXnz5ojGAAAA4ktaWoruvGKQHr/ZuQn18bd+0MyFHKgSTV3bNVbfbq0c53w7dlZY9srPL9QV976vgoLAHxO+99jFat+yfkj7GGP02v3nq2en5gHnzFuyVk8NHxPSPgCSD03Q4XWdpNnFXwdKhPkmoqpJGiZpkjFmtTHmPWPMVcaYfsaYUn06YoxJNca0MsacYIy51xjzo6RNkj6SNFBF/5y9k3OBulA8c+611o4vzd4AAACIjhnTpur+u27VeacN1k8/fBe1OF554WltWL/O79iZ556vVq0PcjkiAACQjJo3qqX+3Z0TQ+9984cKC51u4hXburRtrOfvOEtzvr5Xl57eL2IHzdSvXc1xfP2mHRHZt8Qem533CBYjAAAAAITBdaL+AwAAIKlt3Lgh6JxatWpHNIaatWoFnbNxQ/A4AQBA4ktLS9HgIzrpj49u1x2XD3Kc+/34OXr4tejVnaLIfcNOCjrno1FTwrbf+GmL9d9XRwUcr16lkn5+6waddky3cq1fr1ZVffvyMJ15fOC7W+fu3qdL73qXu0ADKLO0aAeQSKy1e4wxgyWNk9RA/k/clUomwuQ1p76ks4uvogFj9kraKGmzpD2S9qkoqVVRUmVJdSTV0IEN7d77Bkt+Wa8/37XWPhTwRQIAACCmrFq5QvfcfpO+H/WNbr3zPtWMcILN2+yZ0zXis4/9jtVv0FAXX3aVa7EAAIDkdsFJvZSS4nze49tfTXQpmsiqX7uanvvPWTrnhEN16d3v6e8V4StuSktLUdWsTMc5G7c436U5HNYHuRN0jeqVIx4DAAAAgORG/QcAAAC2bdvmOJ6VlaWKFStGNIbMzExVqlRJubm5Aeds374tojEAAIDYkpJiVLVyhqpUzlDDutXVqU0jdW3fWCce3km1srOCPv/78XN05g2vKT8/8B2BEXnH9++ogX3aOc4ZM3Ge5i5eG9Z9H3lttKpUStcNFw30O16tSqbeffRiXTS0j55//2f9MH6erHW+4UDjetm6/IzDdPGpfZVdtVLAeXv35ensm1/X1LkrQnoNAJITTdBhZq1dbowZKOlXSbXlnAiTSibD5GduhqTGxZfTvANCCbBfoHlG0heSLg6yLpAQjDHVJHWOdhwOrKR8FSW/96goEb7RBvsNEgCQtCb8PlaXnHeGHnn6BbVt1yHi++Xl7dMjD9ytwkL/H4TdcOudysh0bqABAAAIB2OMzhvc03HOb38u0pKVm1yKyB29OrfQuPdu1vm3vakfJ8wLy5o1qgZvLt6xa09Y9nKSE2SP7FLECQAAAAChov4DiA/UfwAAImX79u2O45WzgjcZhUPlrCyaoAEASCLtW9bX1M/uCPu6eXkFevj17/To69+rsJD/JY2mqlkZev6OM4POe+S10RHZ/45nv9KSVZv02I2nqlKm/0N9BvRqqwG92mp7zm79MXOpZi9ara07crUtZ7cyKqYpu1plNaqbrV6dm6tNs7pB99ywJUcX3/G2fpo0P9wvB0CSoAk6Aqy1840xvSSNktRWzifx+p7YG+i3CRPg+U6/fZQ2UWYkvSjpWmstx7kgWRwi6YdoB1FGhcaYdZLmSZojaZKksdbaddENCwAQKzZt3KBh/7pQjz37krodcmhE93rnzde0bMliv2NHHn2sevc7LKL7AwAAeAzs006N6mU7zhk+YoJL0birWpVMffHsFbrkrnf0yeipIa9X3eFEXo+dbjRB5+51HK9RLXicAAAAABAO1H8AcYH6DwBAROzYEaQJupI7B3ZWrlxZGx3GgzVrAwCA5FZYWKiRv87Sf18dpVkLV0c7HEh65rYz1LCuc53L5z/8pfHT/NfohsMbn4/X71P/1sPXD9WgwzoGnFetSqaO6dtex/RtX+69Ro6dpav/+6HWbdpR7jUAgCboCLHWLjPG9Jb0lqQhKpngCpScckpyBTtqJVjCy9+aRtJuSTdYa18tw/OBRFGW900sSJXUUFIDSQMkXSNJxpjpkj6Q9J61dn3UogMAlErDRo3VvmMntWjVWi1atlb9ho2UlZWlrKwqqpierpycHdqxbZu2b9+m+XPnaPpff2rmtKnatm1rqdbfs2e3br3+Kj33yptq1+HgiLyGpUv+1ntvveZ3rHLlLF170+0R2RcAAMCfi4b0dhzflpOrL8dMdycYP1av31p0Ku7fazRn0RotXrlJO3bu1vadu7Vr9z5Vy8pUdrVKqlmtsjod1Ej9urVSv24tgya8PNLSUvX6/RcoZ9defff77JBizagY/OPiXbv3hbRHaewK0gSdUbFCxGMAAAAAAA/qP4C4QP0HACDs9u11/qw6MzPTlTgqVXI+GDRYnAAAIDnNX7JOX/8yQx+OmqL5SzhzK1ZcfEpfnX2C802Oduzcrdue+iLisSxctl6nXvuKurZrrMvO6K8TD++kWtlZYVk7L69AP0yYq0dfH60ps5eHZU0AyY0m6Aiy1m6XdIox5hJJT0qqqtIlw7yF80N670SakfSnpAustfPDuAcQb4IlmGOR78+FrpK6SPqvMeZtSf+11q5yPSoAQEBduh2ifocfqT79DleTZs0d52Zn11B2dg1JUqcu3XTGOeeroKBAv4z5Xh+8/aYWLpgXdL/dubm64+br9Ob7n6l6dumaZ0qrsLBQj/33HuXl5fkdv2zYtapVu3ZY9wQAAAikZvXKjifSStIno6dqz17/v7tEyl9zV+jrX2bou99ma2aQk5S3bN+lLdt3abE2avKsZXr9s3GSpGP6tteNFw3UYYe0DrpfhQqpeuvBC9X3vMe0eIXT/SCcVawQ/OPi/ILI30gsv6DAcbxChdSIxwAAAAAA3qj/AOIC9R8AgLAKVBfhkZrmTgl2aqrzPsHiBAAAyScvr0BLV2/Smg3blevCQeconW7tm+iJm08NOu+WJ7/QqvXbIh9QsWnzVuqe57/RlFnLdcflx6tBneohrfflmGm68bHPtHbj9vAECACiCdoV1to3jDFfSXpQ0sUqOs3TOxkmRe5EUt8P+I2ktZLulDTcWhuPCQAg3OLlROBAJ4Ob4itd0qWSzjHG3GOtfdrN4AAAJVWpWlX9jzhKQ087K2jjczCpqak6+thBOvrYQfpx9Ld6/KH7lLtrl+NzNqxfp8cevFcPPfFsSHv7+vLTDzVrxnS/Y+07dtLQ084K634AAABOzjnhUKUHuSvw2yMmuhLLrt17NXzEBL326Tj9NXdFyOv9MH6ufhg/V0f2PEhv/vdC1atV1XF+tSqZevuhi9T//CdU3o/8KpaiuThYg3I45Oc7N1qXplkbAAAAACKB+g8g5lH/AQAIm6BN0KnuHNgZbB+aoAEAgK8KFVJ1fP+OOr5/Rz15y2ka+etMPfX2GE2etSzaoSWt+rWr6dOnL1NmRkXHeSPHznKtzkWS+nVvpVsuPlZH9TxIqakpYVlz6NFddUzf9vpp4ny9/PFY/Tp5YVjWBZDcwvMTCkFZazdZay+X1FbSy5J2a/8H19L+pJhvcqxM2wRYx7PP35KulNTSWvsWCTAg7pgAl/d73kjKkvSEMeYrY0yVKMUKAEnvtXc+1rU33R5yA7SvgcedoDfe+1QtW7cJOve3X8Zo4vjfw7b3+nVr9eqL/puqU1PTdPMd9yglhf/FAAAA7rng5N6O4zMXrgpLQ3JpnH79//Tv+z4I+36//LFAvc56WGOnBE8Kde/QVP86rW+59zIpweuECwsj/5FiQaFzE3RqKeIEAAAAgEih/gNAGFD/AQBxoDDYZ9Ux0gRd4MLhpQAAIH6lpqbo5AFdNPadmzT8oYtUvUpmtENKOpkZFfTp05cFvcPystWbdOld77gSU5tmdTXmjev04+vXaWCfdmFrgPaonJmuk47qrO9evUa/vXOTjjg0eM0zADjhlhkus9YulnSVMeY/kk6VdLakI1R0OvA/01T+RJhU8lTTzZK+kPSRpF9JfAF++XtfBKumLe97KVzrGj9f+ya/T5Q0xhhztLU2p/QhAgDCIS0tcr9qN27SVC+89rauvuwi/b1wgePc1158Vr379g/Lvk8+8kDAO1Cfcc75at2mbVj2AQAAKI1DOjRVx9YNHOe4eTpuQYFzMVQo1m/O0UlXvaTPn71cR/du5zj39kuP19sjJmlfXn6Z9ynNa0hNTYnoa5WktGB3tQhyp2gAAAAAcAP1H0BMov4DABA2weo+8vPL/jl8eRQE2adChQquxAEAANyxZsM2/fv+9wOOZ6ZXVLUqmapeJVON62XrkI7N1KR+jVKtfebxh6hft5Y695Y39cfMpeEKGQ5SU1P03qOXqHuHpo7zdu/Zp3NveVPbcnZHPKZLT++nR64/RZUyne9KHS49Dm6mb18ephc/+FV3Pvd1uepZAIAm6Cix1m6X9KakN4tP6jxMRcmwQyR1kFSrHMsWSlosaZakiZJ+ljSdxBfgqCy3DvJ9L5X1tkO+CW5/zy/NmoHW8U2GGRX9TPnaGDPAWkuFMAAkkCpVquqRp17QJeeeru3btwWct3DBPP05eZIOObRXSPuN+X6UJvw+1u9YvfoNdMnlV4W0PgAAQFldMMT5LtB79ubpw2+nuBRN5O3Ly9e5t7yh8e/folZN6gScV792NZ19Qo9yNYDvywt+t4g0F5qgK6Q5nzBMQgwAAABALKH+A4gZ1H8AAMIqWHOxW3dgzgvSBJ1GEzQAAAllW85uDf+ybPn+2tlZOnlAF11yal91advYcW7Dutn6+sUrNWTYy5o4Y0kooaIUXr77HA06rKPjnIKCQl1y1zv6a+6KiMdz37DBuuWSY0s1d9q8lfp18gKNn7ZYf6/YoK3bc7Vlxy5lpldUjWqVVadGlnoc3Ex9u7bU0b3bqWpW4LuMp6Sk6OrzjtKhnZpr8JUvKmfXnnC9JABJgiboGFB8Que3xZckyRhTS1JjSfUl1ZOUJSm9+CqUtKf42ippbfG1zFq719Xggfg1VdKRfh6vIum/kjppfyLJX8IpV0UJ5+mSFkra4XUVSqpWfFWV1FpSF0kHS6pc/Hx/iSwraaakOyXtLH48Q1K2pOrFf3aW1FNSUz/r+EuGGRUl2R+QdIffvwkAQNyqV7+Bht1wix685z+O80aP/CqkJugd27fp2SceCTh+/S13KCMz8IcXAAAA4ZaRXkFnHNvdcc43v87U1h25LkXkjh079+jf93+gH1+/znHeuSceWq4m6Lz84AVbFSukae++yDYhV0gLdidodwrLAAAAAKCsqP8AooL6DwBARAS7E3ReXp4rcQS74zR3ggYAABu37tTrn43T65+N0+E92ujFO89Wyya1A86vmpWpr168Uodd8ITmL1nnYqTJ5fGbTtX5JwWv3b3moY/15ZjpEY/nzisGlaoBetRvs/XkWz9ownT/TfI5+XuUs2uPlq/ZrCmzl+ulD8eqWlamLj29n649f4BqZWcFXLtnp+b6+sUrNfjKF7Uzl48/AZQeTdAxylq7SdImSdOiHQuQiKy12ySVuJ2lMaa/pBdUlID2TYAZSRslfSzpXUl/lvWUbWOMkdRd0vmSzpRUx2t9z5+dJL0k6Txr7e8Oa9WVdK6kKyW1UMnTf0u81OLHbjbGvG+tnVuWmMPNGHOVimJ2zcNPPqtLLnN1SwBw1XEnnKSP3huuxYsWBpwzbuwvys/LK/fpvy88/bi2btnsd+yIAQPV97AjyrUuAABAeQ09uouqVXE+hKWsJyPHi3FT/9bIsbN04uEHB5zTp0tL1a1ZRes355Rp7dIkmLIqpUf8RN6syhmO4yTCAAAAAMQT6j+AyKL+IzqiUf/x9LMv6Iorr3JzSwBJLrNSJcfx3Fx3DmLN3bXLcbxSkDgBAEByGTtloXqc+ZCeuvV0XTSkT8B5VSpn6M3/XqjDLnhc+fmFLkaYHO64fJCGnevvzDafec+M0JtfjI94PAP7tNMdlw9ynLNr917d8OineuerSWVef/vO3XrirR/1wcjJGv7wRerfvXXAub06t9BLd5+jC257q8z7AEheKdEOAABigTHmQkk/qigB5nuS7hZJl0lqYK29xlo7pawJMEmyRf601l4rqaGkSyVtVsnElSmO4cfimAKttd5a+5SKThk+Q0VJ80CnFktFh148XtaYI6C2pPZuXps3bXLnlQFAlBhjdMY5FzjO2bkzRwsXzCvX+n9OnqRR34zwO1a5cpauu9n5LtQAAACR4JSok6Tlazbrl8kLXIrGfc+/97PjeGpqivp1a1Xmdbdudy6kkooSoZFWNcgepYkTAAAAAAAkJ+o/XON6/cemTRvdeWUAUKxateqO47t27nQljp27nPepVq2aK3EAAID4sXtPnv593wcaPmKC47yu7RrrxosGuhRV8rjmvKN05xXODceS9Mhro/XU22MiHk/1Kpl65Z5zHefk7t6n4y97rlwN0N7WbNyu4y57Tl//PMNx3unHdtfpx3YPaS8AyYUmaABJzxhzvqS3JFXUgaf/viWpjbX2dWttQbj2tNYWWGvfkNRG0hsqmXizxbG8aYw5L8g61lr7maTOkn6V/0SY5/vjjDHtw/UaAACx47AjBygtLc1xzuyZzh8o+LN3zx49/uC9Accvu+oa1apdp8zrAgAAhKJ5o1rq162l45x3vpqkctSvxo3fp/6tdZt2OM7p2al5mdfdlrNb+fnOH39UD3IH7nAIdpfvzTRBAwAAAAAAP6j/AACEU/Xq1R3Hc3KcP6cPl505OY7jwZq1AQBA8rry/g81dspCxzlXnXOEMtIruBRR4rv4lL569MZTgs576cNfdd9LI12ISLr6vKPUoE51xzmX3PWOpsxeHpb9CgutLrpjuKbOXeE479EbT1GFtNSw7Akg8dEEDSCpGWP6SXq9+FtPAsqTkLrRWnuJtXZrpPa31m6z1l4q6TqVPLnXE8cbxpj+pVhnnaRjJU3QgYkwb5eFFDAAICZVqVJVrQ9q6zhnxbKlZV739Vde0OpVK/2OtetwsIaefnaZ1wQAAAjVhSf3VkpK4I81CwoK9d43oZ1MG+ustRr/19+Oc9o0r1uutbfsyHUcr1uzarnWLYtge2yhCRoAAAAAAPig/gMAEG7Vq2c7ju/bt087dkS2EXr7tm3Ky8tznBMsTgAAkLystbrh0U8dD0OvnV1F5554qItRJa6zBvXQc/85M+i84SMm6MbHPnMhIikjvYIuPb2f45wRP03XiJ+mh3Xf3XvyNOyBD1RYWBhwTv3a1XTm8YeEdV8AiYsmaABJyxiTqaKTfiuo5Om/VtL91tqn3YrFWvucpHt1YCKsgqS3jDGVSrFGnqShkjxH5ngnwjxJtaHhiBcAEHvatHU+7H3t2tVlWm/BvLn65IN3/I6lpqbqljvucWw+AgAAiISUFKPzBjsn336ZvEAr1kasnjVmTJ/v/7Aaj6b1a5Zr3ZXrnP/u6tSsUq51yyLYHivWbol4DAAAAAAAIH5Q/wEAiIT69esHnbNl86aIxrB58+agc+qVIk4AAJC85i5eq89++MtxzgmHH+xSNIlryIAueu2+85Sa6lxX+8noP3Xl/R+6FJV04uEHq3Z24BqMwsJC3R+hO1JPn78qaHP15WcEPS8OACTRBA0gud0iqaUOTICNt9beF4V4HpD0u0omwiSpuaRbS7OAtXajpBt81vD+upExpmMoQQIAYlO9+g0cx7duKVujyEvPPamCAv+n/5121nlqfVC7Mq0HAAAQDgP7tFPDus53NHh7xESXoomu5Wucf7+rXaN8zcor1jgXVDWpX6Nc65ZWZkYF1c7OcpyzbHXwoi8AAAAAAJBUqP8AAIRdpcqVVb16dcc5a9asiWgMa9aschyvUbOmKlUKer4GAABIct/8MtNxvE+XljLG939hUVrH9eugtx++SGlpqY7zvv55hi6+8x1Zax3nhdNhPdo4jk+bt1LzlqyL2P7vj5zsON61XRNVzcqI2P4AEkdatAMAgGgoPll3mEqelutxvcvhSJKstdYYc4OkKd4PqyiJNcwY85i1dlcp1vnCGDNXUjuv53vrKWl2mMIuq42S5rq5Yc1atZxvjQoACSIry7nJZe+ePWVab/s2/3cATE1NU9169fXNl5+VaT0ns2ZOdxzfvGlj0P3atG2vg9rxIx8AgER30ZA+juObt+3S10GSd4li+87djuOVMiqUa91gDcatmtQu17ql1aJRbaWkOJ/dGawBHAAAAAAAJA/qP5Kn/qNWrdokAwG4rmHDRtq2bVvA8RXLl6tP334R23/FihWO4w0bNorY3gAAIHH8MGGuCgoKA96luFqVTLVpVkcLlq53ObL4d8ShbfTB45eoYgXn9rzvx8/Rebe+qYKCQpciK9K3a0vH8TET50d0/7FTFmpfXn7Av5/U1BT16dJSo8fNiWgcAOIfTdAAktWpkmrqwFOAJ1lrp0YrKGvtVGPMeEl9VTJBV13SaZLeLuVST0t6Tf6TfN0kvRFCmOVmrX1R0otu7rlxZ757RyUBQBRVqODc5JKfnxeWfQoK8vXck4+EZa3SWrl8mR797z2Oc/7vsitpggYAIMHVys7SoMOcb27z0ajJ2peX71JE0RXsdVYIcsJwIHMXr3Ucb920brnWLa02zeo4ji9ZuVF79obnd1sAAAAAAJAQqP+IgmjUf+zJ9/t3AAAR1bJVa82ZE/i8iWXLlkZ0/2VLnddv2apVRPcHAACJYWfuXm3atlN1a1YNOKd2jSo0QZdRny4t9Nkzlyszo6LjvLFTFuqsG19XXn6BS5Ht17xhTcfxP+csi+j+u3bv07wl69T5oMCH9xzUvC5N0ACCcr6lBgAkrpMDPP6lq1H4FyiGk8qwxg8OY87H+QAA4tLevc53ek5Pz3ApEgAAgMg454RDg56cO3zERJeiib7MdOck2u5yNgpPn7/Scbxt83pB/zmEokvbxo7jMxasitjeAAAAAAAgLlH/AQCImLbtnQ9jnz9vbkT3D7Z+27YcFg8AAEpnw+Ycx/Ga1Sq7FEli6NGxqb58/t+qnJnuOG/SjCU69dpXonLYe2ZGhaAN2pu27ox4HMH2qMG/ewBKgSZoAMnqKPk/JXe824H4McHne6uik4qPLO0C1tqVkpZ5Pd/DSHKuJgYAxKXNmzc5jmdWquRSJAAAAJFxwcm9HMenzlmu2YvWuBRN9NWtVcVxfGfu3nKtO2/JOu3esy/geIUKqerUpmG51i6Nru2aOI5Pn08TNAAAAAAAKIH6DwBAxLRr59xkvGD+PBUUROaOfvn5+VqwYL7jnLbt2kVkbwAAkHhydjnfaCczvYJLkcS/zgc10lcvXqWqWZmO8/6au0InD3tJu3YHrsGIpOwqweuGN23dFfE4Nm+jCRpA6CJ3yw6UmTGmpaRWkhpJaiCpiqTM4su7Yd1aay9xP0IgMRhj6kuqrv3JJe8k0aJoxOTjb6+vveOrZoxpYK0tbUX3REnNvJ7veb21wxEkACC2rF7pfMe+2nXquBQJAABA+PXo2FQdWjVwnJNMd4GWpJaNnf/3fs3G7eVat6CgUFNmL9dhh7QOOOewQ1rrzznLy7W+k7S0FPXu0sJxzoTpi8O+LwAAAACEG/UfgDuo/6D+AwAirUPHg5Wenq69e/0fPJqbm6u5c+bo4E6dwr737FkztWf37oDj6enpat+hY9j3BQAAialSpvMdgaPVqBtv2rWop29evkrZVZ0bjGctXK3BV76oHTudm88jqaCwMOic9IqRbyvMqOjcYO/vZDsA8EUTdJQYY4ykQyUdp6ITSTurKOkV9Kkq+hlPEgwovzYOY+WrEA6vbQ5jbSSVNgm2PsDj3AoUABLQ3NkzHcfrN2jkUiQAAADhd8HJvR3Hc3fv0yej/3QpmtjQo2Mzx/HlqzeVe+2f/5jv2AR9VK+2eurtMeVeP5CenZorq1J6wPGduXv1x4ylYd8XAAAAAEJB/QcQVdR/AAAiKj09XV26dtMfkwIfxDpp4viINEFPmjjBcbxr90OUnh74M3UAAABvjepmO45vzcl1KZL41bJJbX37ytWqne380d/8Jet0whXPa8v2yN9l2UlpGttrZWdFPI5ge+zeQwM+gOBognaZMaappH9JukhFp/3+M+TS/udK6uAwZbu19lE3YgGiyOk3+Fg/SKZ6GeZuCfA4n3wCQIJZuuRvrV2z2nFOy9ZONSAAAACxKzOjgk4/trvjnC9/mhbV03PdVi0rU706N3ecM2tRaWtoD/TzpPm696rBAcf7d2+l7KqVtHVHeJOgpxzd1XH8tz8XKS+/IKx7AgAAAEB5Uf8BxATqPwAAEderdx/HJuifxvyoSy//d9j3HfPj947jffr0DfueAAAgMTWoXS1oI+rSleU/aD0ZNKlfQ6NfvUb1a1dznLdk5UYNuuJ5bdy606XIAtuZu1c7c/c6HkbfsG71iMfRqJ5zA/6GzTsiHgOA+EcTtEuMMc0k3S3pPEmpOjDpVdoP3kNNlm2RdJvTfsaYkdbaOSHuA8Qyp6N3qkuK9m/wTr8Zl+bEcI9ASbD8MqwBAIgDo0d+HXTOwZ26lGnN4R9+Uc5oym7U11/qofvuDDjepXsPvfC/4a7FAwAAYsvQo7uqWpVMxznDRwQuPkpEpx/XXekVKzjOmTRjSbnXnzJ7uVas3aIm9Wv4Ha9YIU2nDOyqNz4fX+49fKWmpuiUgd0c53wxZlrY9gMAAACA8qL+A4gp1H8AACJu4DHH6dmnnww4Pm/uHC1bukTNmrcI256LFi3UooULA44bY3T0MceGbT8AAJDYBvRu5zi+Y+durd6wzZ1g4lCD2tX03atXB23mXbl2i46//Dmt3bjdpciCW75mszq0ahBw/IgebfTByMkR279F41oBa088lq3eHLH9ASSOlGgHkOiMManGmLskzZN0oYoaz42KklDel4ofd7pCZq39TtLkIHtcEI69gBjmdMugVq5FEVhrh7HCMqwT6Gd8eG/TBACIqh07tuurLz51nNOwUWM1bNzEpYgAAADC66IhvR3H/16xQeOm/u1SNNGXlpai684f4DgnZ9ceTZqxNKR9Pv7uT8fxK848PKT1fZ02sJvq1aoacDx39z599dP0sO4JAAAAAGVB/QcQk6j/AABEXOMmTdSpcxfHOR+8/15Y9/zwvXcdxzt36aqGDRuFdU8AAJC4zj+pp+P4+GmLXYok/tTOztKoV69Wi8a1Heet3bhdx13+nFas3epSZKUzY/4qx/EBvdrKmLB8XOnXsX07BJ0za9GaiO0PIHHQBB1Bxaf//inpXknpKpn8kiKQ5CqlR4v/9E3E2eI4zjOR/K8YEH05DmN9XYsiMKfqbqfYfVUP8PiuMqwBAIhxr77wjHbm7HCcc9TA41yKBgAAILxaNK6lvl1bOs55+6tJLkUTG647f4BaNnFOro36bbb27M0LaZ93v56kwsLAtbgdWzfQiUccHNIeHsYYXX/R0Y5zvvp5unbm7g3LfgAAAABQVtR/ADGL+g8AgCuGDD3VcfyrEV9o48YNYdlr/bp1GvnNV45zTh5ySlj2AgAAie/wHm3Uv7vTGV3SmInzXIomvmRXraRvX7laBzWv5zhvw5YcHX/5c1qycpNLkZXepJlLHMcb1KmuM48/JCJ7p6Wl6Opzj3Scs3nbLi1ctj4i+wNILDRBR4gx5khJUyR1UuDkV7R8JWmZ1/e+8dSTdIybAQEuczrOZohbQTgY4jDmfBRPSdkBHt9ZhjUAADHslzHf66vPP3Gck5qaqhNPJvkFAADi04Un91ZKSuCPMPPzC/T+N3+4GFF09ezUXHf9+4Sg8974fHzIey1avkGjfp/jOOeh64aqQlpqyHtdNKS3Oh/kfMeKZ975KeR9AAAAAKA8qP8AYhr1HwAAV5x40smqUbNmwPE9u3fr2aeeDMtezzz1uPbuDXwoaM2atXTiS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alt="Confusion matrices for RF classifier for the testing and training sets of array positive M50 scenario: a) Testing, b) Training." width="70%" />
<p class="caption">
Confusion matrices for RF classifier for the testing and training sets
of array positive M50 scenario: a) Testing, b) Training.
</p>
</div>
</div>
</div>
<div id="session-info" class="section level1">
<h1>Session Info</h1>
<pre class="r"><code>sessionInfo()</code></pre>
<pre><code>## R version 4.1.2 (2021-11-01)
## Platform: x86_64-w64-mingw32/x64 (64-bit)
## Running under: Windows 10 x64 (build 22000)
## 
## Matrix products: default
## 
## locale:
## [1] LC_COLLATE=English_United States.1252  LC_CTYPE=English_United States.1252    LC_MONETARY=English_United States.1252 LC_NUMERIC=C                           LC_TIME=English_United States.1252    
## 
## attached base packages:
## [1] parallel  stats     graphics  grDevices utils     datasets  methods   base     
## 
## other attached packages:
##  [1] knitr_1.40          dplyr_1.0.8         doSNOW_1.0.20       snow_0.4-4          doParallel_1.0.17   iterators_1.0.14    foreach_1.5.2       pracma_2.3.6        e1071_1.7-9         vegan_2.5-7        
## [11] permute_0.9-7       dendextend_1.15.2   beepr_1.3           daff_0.3.5          gsubfn_0.7          proto_1.0.0         reshape_0.8.8       pROC_1.18.0         sm_2.2-5.7          statip_0.2.3       
## [21] randomForest_4.6-14 boot_1.3-28         caret_6.0-90        lattice_0.20-45     ggdendro_0.1.22     ggplot2_3.3.5      
## 
## loaded via a namespace (and not attached):
##  [1] nlme_3.1-153         lubridate_1.8.0      tools_4.1.2          bslib_0.3.1          utf8_1.2.2           R6_2.5.1             rpart_4.1-15         mgcv_1.8-38          colorspace_2.0-2     nnet_7.3-16         
## [11] withr_2.4.3          tidyselect_1.1.1     gridExtra_2.3        curl_4.3.2           compiler_4.1.2       cli_3.1.1            labeling_0.4.2       sass_0.4.1           scales_1.1.1         proxy_0.4-26        
## [21] stringr_1.4.0        digest_0.6.29        rmarkdown_2.14       pkgconfig_2.0.3      htmltools_0.5.2      parallelly_1.30.0    highr_0.9            fastmap_1.1.0        rlang_1.0.1          rstudioapi_0.13     
## [31] farver_2.1.0         jquerylib_0.1.4      generics_0.1.1       jsonlite_1.7.3       ModelMetrics_1.2.2.2 magrittr_2.0.1       Matrix_1.3-4         Rcpp_1.0.8           munsell_0.5.0        fansi_1.0.2         
## [41] viridis_0.6.2        lifecycle_1.0.1      stringi_1.7.6        yaml_2.3.5           MASS_7.3-54          plyr_1.8.6           recipes_0.1.17       grid_4.1.2           listenv_0.8.0        crayon_1.4.2        
## [51] splines_4.1.2        pillar_1.6.5         tcltk_4.1.2          future.apply_1.8.1   reshape2_1.4.4       codetools_0.2-18     stats4_4.1.2         glue_1.6.0           evaluate_0.15        V8_4.0.0            
## [61] data.table_1.14.2    vctrs_0.3.8          gtable_0.3.0         purrr_0.3.4          clue_0.3-60          future_1.23.0        xfun_0.31            gower_0.2.2          prodlim_2019.11.13   class_7.3-19        
## [71] survival_3.2-13      viridisLite_0.4.0    audio_0.1-10         timeDate_3043.102    tibble_3.1.6         cluster_2.1.2        lava_1.6.10          globals_0.14.0       ellipsis_0.3.2       ipred_0.9-12</code></pre>
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